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ORCIDHeng Huang
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. The links to all actual bibliographies of persons of the same or a similar name can be found below. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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Other persons with the same name
- Heng Huang 0001
![[0000-0002-3483-8333]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-3483-8333")
— University of Maryland at College Park, MD, USA (and 1 more) - Heng Huang 0002 — University of Science and Technology of China, Hefei, Anhui, China
- Heng Huang 0003
- Heng Huang 0004
- Heng Huang 0005
- Heng Huang 0006
- Heng Huang 0007
- Heng Huang 0008
- Heng Huang 0009
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2020 – today
- 2026
[i117]Shaocong Ma, Heng Huang:
Riemannian Zeroth-Order Gradient Estimation with Structure-Preserving Metrics for Geodesically Incomplete Manifolds. CoRR abs/2601.08039 (2026)- 2025
- [j28]Peixiang Wang, Mingye Mo, Zhanluo Zhang, Wei Qin, Heng Huang, Ying Zou:
A new container trans-marshalling problem in perpendicular layout automated container terminals. Comput. Ind. Eng. 207: 111207 (2025) - [j27]Xiaohong Zhang, Heng Huang, Shaojiang Zhong:
Certificateless signcryption scheme incorporating dual blockchains and SM9 cryptographic algorithm in VANETs communication. Comput. Networks 269: 111438 (2025) - [j26]Zhenyi Wang, Enneng Yang, Li Shen, Heng Huang:
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. IEEE Trans. Pattern Anal. Mach. Intell. 47(3): 1464-1483 (2025) - [j25]Mengyu Tang, Yanwei Zhang, Chuanhao Li, Yuhan Song, Heng Huang, Weixuan Niu, Chuanjie Zhang:
Assessment of port resilience based on Evidential Reasoning and Bayesian network: An improved framework by segmenting the metrics across time and performance dimensions. Reliab. Eng. Syst. Saf. 262: 111172 (2025) - [j24]Heng Huang, Yan Yu, Tao Chen, Naoto Yokoya, Jun Li, Antonio Plaza:
SAR and Social-Media-Based Change Detection With Dual-Threshold Fusion for Flood Inundation Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 15278-15290 (2025) - [j23]Heng Huang, Jia Chen, Tao Chen, Jun Li, Antonio Plaza:
Hybrid Tunnel Entrance Detection via Multiple Morphological Component-Based Texture Enhancement. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 16194-16205 (2025) - [j22]Yunrong Zhu, Yang Li, Yibo Zhang, Qiming Zhang, Heng Huang:
Theoretical Form and Numerical Calculation of Detection Threshold for DP-TBD in Processing Plot-List Data. IEEE Trans. Aerosp. Electron. Syst. 61(2): 1914-1930 (2025) - [j21]Yunrong Zhu, Yang Li, Bin Zhao, Yibo Zhang, Qiming Zhang, Heng Huang:
Robust Neural Network Training for Marine Radar Target Detection Using Noisy AIS Labels. IEEE Trans. Aerosp. Electron. Syst. 61(5): 12302-12319 (2025) - [j20]Haoyu Sun, Wanzhong Zhao, Chunyan Wang, Zhongkai Luan, Weihe Liang, Xiaochuan Zhou, Ziyu Zhang, Yukai Chu, Jinwei Wu, Jiayi Xu, Heng Huang:
Dynamic Equilibrium Strategy for Road Sensing Systems Considering Open Circuit Faults in DTP-PMSM. IEEE Trans. Intell. Transp. Syst. 26(5): 6379-6392 (2025) - [j19]Shaocong Ma, Ziyi Chen, Yi Zhou, Heng Huang:
Rectified Robust Policy Optimization for Model-Uncertain Constrained Reinforcement Learning without Strong Duality. Trans. Mach. Learn. Res. 2025 (2025) - [j18]Shuo Xing, Hongyuan Hua, Xiangbo Gao, Shenzhe Zhu, Renjie Li, Kexin Tian, Xiaopeng Li, Heng Huang, Tianbao Yang, Zhangyang Wang, Yang Zhou, Huaxiu Yao, Zhengzhong Tu:
AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving. Trans. Mach. Learn. Res. 2025 (2025) - [c122]Tong Zheng, Yan Wen, Huiwen Bao, Junfeng Guo, Heng Huang:
Asymmetric Conflict and Synergy in Post-training for LLM-based Multilingual Machine Translation. ACL (Findings) 2025: 18362-18383 - [c121]Ruibo Chen, Yihan Wu, Junfeng Guo, Heng Huang:
Improved Unbiased Watermark for Large Language Models. ACL (1) 2025: 20587-20601 - [c120]Xuanchang Zhang, Wei Xiong, Lichang Chen, Tianyi Zhou, Heng Huang, Tong Zhang:
From Lists to Emojis: How Format Bias Affects Model Alignment. ACL (1) 2025: 26940-26961 - [c119]Jianfeng Deng, Zhanluo Zhang, Wei Qin, Heng Huang, Chuanjie Zhang, Yu Tian, Dong Xu:
Container Retrieval Sequence Uncertainty Quantification Using Calibrated Machine Learning Models*. CASE 2025: 2162-2167 - [c118]Zilan Wang, Junfeng Guo, Jiacheng Zhu, Yiming Li, Heng Huang, Muhao Chen, Zhengzhong Tu:
SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models. CVPR 2025: 8213-8224 - [c117]Tianyi Xiong, Xiyao Wang, Dong Guo, Qinghao Ye, Haoqi Fan, Quanquan Gu, Heng Huang, Chunyuan Li:
LLaVA-Critic: Learning to Evaluate Multimodal Models. CVPR 2025: 13618-13628 - [c116]Reza Shirkavand, Peiran Yu, Shangqian Gao, Gowthami Somepalli, Tom Goldstein, Heng Huang:
Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models. CVPR 2025: 18619-18629 - [c115]Yisheng Zhong, Yizhu Wen, Junfeng Guo, Mehran Kafai, Heng Huang, Hanqing Guo, Zhuangdi Zhu:
Web Intellectual Property at Risk: Preventing Unauthorized Real-Time Retrieval by Large Language Models. EMNLP 2025: 17211-17224 - [c114]Lichang Chen, Hexiang Hu, Mingda Zhang, Yiwen Chen, Zifeng Wang, Yandong Li, Pranav Shyam, Tianyi Zhou, Heng Huang, Ming-Hsuan Yang, Boqing Gong:
OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities. ICLR 2025 - [c113]Ruibo Chen, Yihan Wu, Yanshuo Chen, Chenxi Liu, Junfeng Guo, Heng Huang:
A Watermark for Order-Agnostic Language Models. ICLR 2025 - [c112]Alireza Ganjdanesh, Reza Shirkavand, Shangqian Gao, Heng Huang:
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models. ICLR 2025 - [c111]Zhengmian Hu, Tong Zheng, Vignesh Viswanathan, Ziyi Chen, Ryan A. Rossi, Yihan Wu, Dinesh Manocha, Heng Huang:
Towards Optimal Multi-draft Speculative Decoding. ICLR 2025 - [c110]Yuke Li, Yujia Zheng, Guangyi Chen, Kun Zhang, Heng Huang:
Identification of Intermittent Temporal Latent Process. ICLR 2025 - [c109]Shaocong Ma, Heng Huang:
Revisiting Zeroth-Order Optimization: Minimum-Variance Two-Point Estimators and Directionally Aligned Perturbations. ICLR 2025 - [c108]Ruibo Chen, Yihan Wu, Junfeng Guo, Heng Huang:
De-mark: Watermark Removal in Large Language Models. ICML 2025 - [c107]Qi He, Peiran Yu, Ziyi Chen, Heng Huang:
Revisiting Convergence: Shuffling Complexity Beyond Lipschitz Smoothness. ICML 2025 - [c106]Yihan Wu, Ruibo Chen, Georgios Milis, Junfeng Guo, Heng Huang:
A Watermark for Auto-Regressive Speech Generation Models. INTERSPEECH 2025 - [c105]Hanqing Guo, Junfeng Guo, Bocheng Chen, Yuanda Wang, Xun Chen, Heng Huang, Qiben Yan, Li Xiao:
AUDIO WATERMARK: Dynamic and Harmless Watermark for Black-box Voice Dataset Copyright Protection. USENIX Security Symposium 2025: 4601-4620 - [i116]Jianhui Sun, Xidong Wu, Heng Huang, Aidong Zhang:
Client-Centric Federated Adaptive Optimization. CoRR abs/2501.09946 (2025) - [i115]Reza Shirkavand, Qi He, Peiran Yu, Heng Huang:
Bilevel ZOFO: Bridging Parameter-Efficient and Zeroth-Order Techniques for Efficient LLM Fine-Tuning and Meta-Training. CoRR abs/2502.03604 (2025) - [i114]Junfeng Guo, Yiming Li, Ruibo Chen, Yihan Wu, Chenxi Liu, Yanshuo Chen, Heng Huang:
Towards Copyright Protection for Knowledge Bases of Retrieval-augmented Language Models via Ownership Verification with Reasoning. CoRR abs/2502.10440 (2025) - [i113]Tong Zheng, Yan Wen, Huiwen Bao, Junfeng Guo, Heng Huang:
Asymmetric Conflict and Synergy in Post-training for LLM-based Multilingual Machine Translation. CoRR abs/2502.11223 (2025) - [i112]Ruibo Chen, Yihan Wu, Junfeng Guo, Heng Huang:
Improved Unbiased Watermark for Large Language Models. CoRR abs/2502.11268 (2025) - [i111]Zhengmian Hu, Tong Zheng, Vignesh Viswanathan, Ziyi Chen, Ryan A. Rossi, Yihan Wu, Dinesh Manocha, Heng Huang:
Towards Optimal Multi-draft Speculative Decoding. CoRR abs/2502.18779 (2025) - [i110]Yisheng Zhong, Yizhu Wen, Junfeng Guo, Mehran Kafai, Heng Huang, Hanqing Guo, Zhuangdi Zhu:
Web IP at Risk: Prevent Unauthorized Real-Time Retrieval by Large Language Models. CoRR abs/2505.12655 (2025) - [i109]Tong Zheng, Lichang Chen, Simeng Han, R. Thomas McCoy, Heng Huang:
Learning to Reason via Mixture-of-Thought for Logical Reasoning. CoRR abs/2505.15817 (2025) - [i108]Yan Wen, Junfeng Guo, Heng Huang:
CoTGuard: Using Chain-of-Thought Triggering for Copyright Protection in Multi-Agent LLM Systems. CoRR abs/2505.19405 (2025) - [i107]Ruchit Rawal, Reza Shirkavand, Heng Huang, Gowthami Somepalli, Tom Goldstein:
ARGUS: Hallucination and Omission Evaluation in Video-LLMs. CoRR abs/2506.07371 (2025) - [i106]Chenxi Liu, Tianyi Xiong, Ruibo Chen, Yihan Wu, Junfeng Guo, Tianyi Zhou, Heng Huang:
Modality-Balancing Preference Optimization of Large Multimodal Models by Adversarial Negative Mining. CoRR abs/2506.08022 (2025) - [i105]Yihan Wu, Xuehao Cui, Ruibo Chen, Georgios Milis, Heng Huang:
A Watermark for Auto-Regressive Image Generation Models. CoRR abs/2506.11371 (2025) - [i104]Qi He, Peiran Yu, Ziyi Chen, Heng Huang:
Revisiting Convergence: Shuffling Complexity Beyond Lipschitz Smoothness. CoRR abs/2507.08913 (2025) - [i103]Kelin Yu, Sheng Zhang, Harshit Soora, Furong Huang, Heng Huang, Pratap Tokekar, Ruohan Gao:
GenFlowRL: Shaping Rewards with Generative Object-Centric Flow in Visual Reinforcement Learning. CoRR abs/2508.11049 (2025) - [i102]Reza Shirkavand, Shangqian Gao, Peiran Yu, Heng Huang:
Cost-Aware Contrastive Routing for LLMs. CoRR abs/2508.12491 (2025) - [i101]Shaocong Ma, Ziyi Chen, Yi Zhou, Heng Huang:
Rectified Robust Policy Optimization for Model-Uncertain Constrained Reinforcement Learning without Strong Duality. CoRR abs/2508.17448 (2025) - [i100]Xinrui Zhong, Xinze Feng, Jingwei Zuo, Fanjiang Ye, Yi Mu, Junfeng Guo, Heng Huang, Myungjin Lee, Yuke Wang:
An Efficient and Adaptive Watermark Detection System with Tile-based Error Correction. CoRR abs/2509.02447 (2025) - [i99]Tong Zheng, Hongming Zhang, Wenhao Yu, Xiaoyang Wang, Runpeng Dai, Rui Liu, Huiwen Bao, Chengsong Huang, Heng Huang, Dong Yu:
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning. CoRR abs/2509.07980 (2025) - [i98]Yuke Li, Yujia Zheng, Tianyi Xiong, Zhenyi Wang, Heng Huang:
Understanding Catastrophic Interference On the Identifibility of Latent Representations. CoRR abs/2509.23027 (2025) - [i97]Yihan Wu, Ruibo Chen, Georgios Milis, Heng Huang:
An Ensemble Framework for Unbiased Language Model Watermarking. CoRR abs/2509.24043 (2025) - [i96]Yihan Wu, Xuehao Cui, Ruibo Chen, Heng Huang:
Analyzing and Evaluating Unbiased Language Model Watermark. CoRR abs/2509.24048 (2025) - [i95]Ruibo Chen, Sheng Zhang, Yihan Wu, Tong Zheng, Peihua Mai, Heng Huang:
Model Correlation Detection via Random Selection Probing. CoRR abs/2509.24171 (2025) - [i94]Jingqi Zhang, Ruibo Chen, Yingqing Yang, Peihua Mai, Heng Huang, Yan Pang:
Leave No TRACE: Black-box Detection of Copyrighted Dataset Usage in Large Language Models via Watermarking. CoRR abs/2510.02962 (2025) - [i93]Ziyi Chen, Heng Huang:
Achieve Performatively Optimal Policy for Performative Reinforcement Learning. CoRR abs/2510.04430 (2025) - [i92]Ziyi Chen, Su Zhang, Heng Huang:
Trade-off in Estimating the Number of Byzantine Clients in Federated Learning. CoRR abs/2510.04432 (2025) - [i91]Ziyi Chen, Peiran Yu, Heng Huang:
Zeroth-Order Methods for Stochastic Nonconvex Nonsmooth Composite Optimization. CoRR abs/2510.04446 (2025) - [i90]Reza Shirkavand, Xiaokai Wei, Chen Wang, Zheng Hui, Heng Huang, Michelle Gong:
Catalog-Native LLM: Speaking Item-ID Dialect with Less Entanglement for Recommendation. CoRR abs/2510.05125 (2025) - [i89]Ziyi Chen, Junyi Li, Peiran Yu, Heng Huang:
Provably Mitigating Corruption, Overoptimization, and Verbosity Simultaneously in Offline and Online RLHF/DPO Alignment. CoRR abs/2510.05526 (2025) - [i88]Ruibo Chen, Jiacheng Pan, Heng Huang, Zhenheng Yang:
Improving Text-to-Image Generation with Input-Side Inference-Time Scaling. CoRR abs/2510.12041 (2025) - [i87]Shaocong Ma, Heng Huang:
Robust Reinforcement Learning in Finance: Modeling Market Impact with Elliptic Uncertainty Sets. CoRR abs/2510.19950 (2025) - [i86]Shaocong Ma, Heng Huang:
On the Optimal Construction of Unbiased Gradient Estimators for Zeroth-Order Optimization. CoRR abs/2510.19953 (2025) - [i85]Shaocong Ma, Heng Huang:
Revisiting Zeroth-Order Optimization: Minimum-Variance Two-Point Estimators and Directionally Aligned Perturbations. CoRR abs/2510.19975 (2025) - [i84]Yihan Wu, Georgios Milis, Ruibo Chen, Heng Huang:
Robust Distortion-Free Watermark for Autoregressive Audio Generation Models. CoRR abs/2510.21115 (2025) - [i83]Chenxi Liu, Junjie Liang, Yuqi Jia, Bochuan Cao, Yang Bai, Heng Huang, Xun Chen:
Explore Data Left Behind in Reinforcement Learning for Reasoning Language Models. CoRR abs/2511.04800 (2025) - [i82]Kaishen Wang, Ruibo Chen, Tong Zheng, Heng Huang:
ImAgent: A Unified Multimodal Agent Framework for Test-Time Scalable Image Generation. CoRR abs/2511.11483 (2025) - [i81]Tianyi Xiong, Yi Ge, Ming Li, Zuolong Zhang, Pranav Kulkarni, Kaishen Wang, Qi He, Zeying Zhu, Chenxi Liu, Ruibo Chen, Tong Zheng, Yanshuo Chen, Xiyao Wang, Renrui Zhang, Wenhu Chen, Heng Huang:
Multi-Crit: Benchmarking Multimodal Judges on Pluralistic Criteria-Following. CoRR abs/2511.21662 (2025) - [i80]Hengyi Wu, Zhenyi Wang, Heng Huang:
Dynamic Feedback Engines: Layer-Wise Control for Self-Regulating Continual Learning. CoRR abs/2512.21743 (2025) - 2024
- [b1]Liefeng Bo, Heng Huang, Songxiang Gu, Yanqing Chen:
Federated Learning - From Algorithms to System Implementation. WorldScientific 2024, ISBN 9789811292545, pp. 1-548 - [j17]Zhanluo Zhang, Zilong Zhuang, Wei Qin, Runzhi Tan, Chengliang Liu, Heng Huang:
Systems thinking and time-independent solutions for integrated scheduling in automated container terminals. Adv. Eng. Informatics 62: 102550 (2024) - [j16]Chongyue Zhao, Zhongli Xu, Xinjun Wang, Shiyue Tao, William A Macdonald, Kun He, Amanda C. Poholek, Kong Chen, Heng Huang, Wei Chen:
Innovative super-resolution in spatial transcriptomics: a transformer model exploiting histology images and spatial gene expression. Briefings Bioinform. 25(2) (2024) - [j15]Chuan He, Heng Huang, Zhaosong Lu:
A Newton-CG based barrier-augmented Lagrangian method for general nonconvex conic optimization. Comput. Optim. Appl. 89(3): 843-894 (2024) - [j14]Wenchen Wang, Fangxu Lv, Zhengbin Pang, Heng Huang, Zhang Luo, Xingyun Qi, Jiaqing Xu, Geng Zhang, Kewei Xin, Chengzhuo Zhao:
A low jitter and low reference spur 5GHz PLL with quadrature charge-sampling PD in 28nm CMOS process. IEICE Electron. Express 21(19): 20240375 (2024) - [j13]Dong Tian, Yu-Jie Zuo, Hao-Ji Yan, Heng Huang, Ming-Zhao Liu, Hang Yang, Jin Zhao, Ling-Zhi Shi, Jing-Yu Chen:
Machine learning model predicts airway stenosis requiring clinical intervention in patients after lung transplantation: a retrospective case-controlled study. BMC Medical Informatics Decis. Mak. 24(1): 229 (2024) - [j12]Meng Li, Fangxu Lv, Mingche Lai, Xuqiang Zheng, Heng Huang, Xingyun Qi, Geng Zhang:
A fully digital timing background calibration algorithm based on first-order auto-correlation for time-interleaved ADCs. Microelectron. J. 152: 106330 (2024) - [j11]Heng Huang, Yinbao Jin, Wei Sun, Yang Gao, Peilun Sun, Wei Ding:
Biomass Burning in Northeast China over Two Decades: Temporal Trends and Geographic Patterns. Remote. Sens. 16(11): 1911 (2024) - [j10]Peiran Yu, Junyi Li, Heng Huang:
Hessian Free Efficient Single Loop Iterative Differentiation Methods for Bi-Level Optimization Problems. Trans. Mach. Learn. Res. 2024 (2024) - [c104]Alireza Ganjdanesh, Shangqian Gao, Hirad Alipanah, Heng Huang:
Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold. AAAI 2024: 12118-12126 - [c103]Jianhui Sun, Xidong Wu, Heng Huang, Aidong Zhang:
On the Role of Server Momentum in Federated Learning. AAAI 2024: 15164-15172 - [c102]Ruibo Chen, Yihan Wu, Lichang Chen, Guodong Liu, Qi He, Tianyi Xiong, Chenxi Liu, Junfeng Guo, Heng Huang:
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection. ACL (Findings) 2024: 4156-4172 - [c101]Heng Huang, Xiliang Liu, Zijian Tang, Wei Song, Yuan Ma, Ruixuan Pei, Yuwei Zhang, Xiaoyan Ma, Milin Zhang, Jintao Wang, Kai Lu, Zhihua Wang, Guolin Li:
A Fully Integrated 400MHz Band Transceiver with a 96Mbps 16QAM Transmitter and a Phase Tracking Receiver in 40-nm CMOS. A-SSCC 2024: 1-3 - [c100]Tianyi Xiong, Jiayi Wu, Botao He, Cornelia Fermüller, Yiannis Aloimonos, Heng Huang, Christopher A. Metzler:
Event3DGS: Event-Based 3D Gaussian Splatting for High-Speed Robot Egomotion. CoRL 2024: 4100-4118 - [c99]Alireza Ganjdanesh, Shangqian Gao, Heng Huang:
Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment. CVPR 2024: 16058-16069 - [c98]Chenxi Liu, Zhenyi Wang, Tianyi Xiong, Ruibo Chen, Yihan Wu, Junfeng Guo, Heng Huang:
Few-Shot Class Incremental Learning with Attention-Aware Self-adaptive Prompt. ECCV (81) 2024: 1-18 - [c97]Alireza Ganjdanesh, Yan Kang, Yuchen Liu, Richard Zhang, Zhe Lin, Heng Huang:
Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-network Selection. ECCV (61) 2024: 54-71 - [c96]Zhengmian Hu, Tong Zheng, Heng Huang:
A Bayesian Approach to Harnessing the Power of LLMs in Authorship Attribution. EMNLP 2024: 13216-13227 - [c95]Ziyi Chen, Yi Zhou, Heng Huang:
On the Hardness of Constrained Cooperative Multi-Agent Reinforcement Learning. ICLR 2024 - [c94]Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin:
AlpaGasus: Training a Better Alpaca with Fewer Data. ICLR 2024 - [c93]Zhengmian Hu, Lichang Chen, Xidong Wu, Yihan Wu, Hongyang Zhang, Heng Huang:
Unbiased Watermark for Large Language Models. ICLR 2024 - [c92]Zhenyi Wang, Yan Li, Li Shen, Heng Huang:
A Unified and General Framework for Continual Learning. ICLR 2024 - [c91]Peiran Yu, Junyi Li, Heng Huang:
Dropout Enhanced Bilevel Training. ICLR 2024 - [c90]Lichang Chen, Jiuhai Chen, Tom Goldstein, Heng Huang, Tianyi Zhou:
InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models. ICML 2024: 6503-6518 - [c89]Ziyi Chen, Heng Huang:
Accelerated Policy Gradient for s-rectangular Robust MDPs with Large State Spaces. ICML 2024: 6847-6880 - [c88]Lichang Chen, Chen Zhu, Jiuhai Chen, Davit Soselia, Tianyi Zhou, Tom Goldstein, Heng Huang, Mohammad Shoeybi, Bryan Catanzaro:
ODIN: Disentangled Reward Mitigates Hacking in RLHF. ICML 2024: 7935-7952 - [c87]Zhengmian Hu, Heng Huang:
Accelerated Speculative Sampling Based on Tree Monte Carlo. ICML 2024: 19216-19251 - [c86]Zhenyi Wang, Yihan Wu, Heng Huang:
Defense against Model Extraction Attack by Bayesian Active Watermarking. ICML 2024: 51913-51935 - [c85]Yihan Wu, Zhengmian Hu, Junfeng Guo, Hongyang Zhang, Heng Huang:
A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models. ICML 2024: 53443-53470 - [c84]Wenhan Xian, Ziyi Chen, Heng Huang:
Delving into the Convergence of Generalized Smooth Minimax Optimization. ICML 2024: 54191-54211 - [c83]Yufei Li, Wei Qin, Peixiang Wang, Runzhi Tan, Zhanluo Zhang, Qihang Xu, Heng Huang, Ying Zou:
Scheduling Problem of Empty Container Trucks Considering the Uncertainty of Bulk Cargo Weight at the Terminal. IEEM 2024: 1444-1448 - [c82]Zhenyi Wang, Heng Huang:
Model Sensitivity Aware Continual Learning. NeurIPS 2024 - [c81]Ziyi Chen, Yan Wen, Zhengmian Hu, Heng Huang:
Robust Reinforcement Learning with General Utility. NeurIPS 2024 - [c80]Junfeng Guo, Yiming Li, Ruibo Chen, Yihan Wu, Chenxi Liu, Heng Huang:
ZeroMark: Towards Dataset Ownership Verification without Disclosing Watermark. NeurIPS 2024 - [c79]Zhengmian Hu, Heng Huang:
Inevitable Trade-off between Watermark Strength and Speculative Sampling Efficiency for Language Models. NeurIPS 2024 - [c78]Junyi Li, Heng Huang:
Provably Faster Algorithms for Bilevel Optimization via Without-Replacement Sampling. NeurIPS 2024 - [i79]Lichang Chen, Chen Zhu, Davit Soselia, Jiuhai Chen, Tianyi Zhou, Tom Goldstein, Heng Huang, Mohammad Shoeybi, Bryan Catanzaro:
ODIN: Disentangled Reward Mitigates Hacking in RLHF. CoRR abs/2402.07319 (2024) - [i78]Ruibo Chen, Yihan Wu, Lichang Chen, Guodong Liu, Qi He, Tianyi Xiong, Chenxi Liu, Junfeng Guo, Heng Huang:
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection. CoRR abs/2402.12501 (2024) - [i77]Zhaoxin Fan, Runmin Jiang, Junhao Wu, Xin Huang, Tianyang Wang, Heng Huang, Min Xu:
Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning. CoRR abs/2403.02566 (2024) - [i76]Chenxi Liu, Zhenyi Wang, Tianyi Xiong, Ruibo Chen, Yihan Wu, Junfeng Guo, Heng Huang:
Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt. CoRR abs/2403.09857 (2024) - [i75]Zhenyi Wang, Yan Li, Li Shen, Heng Huang:
A Unified and General Framework for Continual Learning. CoRR abs/2403.13249 (2024) - [i74]Alireza Ganjdanesh, Shangqian Gao, Heng Huang:
Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment. CoRR abs/2403.19490 (2024) - [i73]Yihan Wu, Ruibo Chen, Zhengmian Hu, Yanshuo Chen, Junfeng Guo, Hongyang Zhang, Heng Huang:
Distortion-free Watermarks are not Truly Distortion-free under Watermark Key Collisions. CoRR abs/2406.02603 (2024) - [i72]Tianyi Xiong, Jiayi Wu, Botao He, Cornelia Fermüller, Yiannis Aloimonos, Heng Huang, Christopher A. Metzler:
Event3DGS: Event-Based 3D Gaussian Splatting for High-Speed Robot Egomotion. CoRR abs/2406.02972 (2024) - [i71]Lichang Chen, Jiuhai Chen, Chenxi Liu, John Kirchenbauer, Davit Soselia, Chen Zhu, Tom Goldstein, Tianyi Zhou, Heng Huang:
OPTune: Efficient Online Preference Tuning. CoRR abs/2406.07657 (2024) - [i70]Vasu Singla, Kaiyu Yue, Sukriti Paul, Reza Shirkavand, Mayuka Jayawardhana, Alireza Ganjdanesh, Heng Huang, Abhinav Bhatele, Gowthami Somepalli, Tom Goldstein:
From Pixels to Prose: A Large Dataset of Dense Image Captions. CoRR abs/2406.10328 (2024) - [i69]Alireza Ganjdanesh, Reza Shirkavand, Shangqian Gao, Heng Huang:
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models. CoRR abs/2406.12042 (2024) - [i68]Jian Yang, Jiakun Li, Guoming Li, Zhen Shen, Huai-Yu Wu, Zhaoxin Fan, Heng Huang:
MLPHand: Real Time Multi-View 3D Hand Mesh Reconstruction via MLP Modeling. CoRR abs/2406.16137 (2024) - [i67]Xuanchang Zhang, Wei Xiong, Lichang Chen, Tianyi Zhou, Heng Huang, Tong Zhang:
From Lists to Emojis: How Format Bias Affects Model Alignment. CoRR abs/2409.11704 (2024) - [i66]Alireza Ganjdanesh, Yan Kang, Yuchen Liu, Richard Zhang, Zhe Lin, Heng Huang:
Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-Network Selection. CoRR abs/2409.15557 (2024) - [i65]Tianyi Xiong, Xiyao Wang, Dong Guo, Qinghao Ye, Haoqi Fan, Quanquan Gu, Heng Huang, Chunyuan Li:
LLaVA-Critic: Learning to Evaluate Multimodal Models. CoRR abs/2410.02712 (2024) - [i64]Zhengwei Yang, Yuke Li, Qiang Sun, Basura Fernando, Heng Huang, Zheng Wang:
Cross-Modal Few-Shot Learning: a Generative Transfer Learning Framework. CoRR abs/2410.10663 (2024) - [i63]Lichang Chen, Hexiang Hu, Mingda Zhang, Yiwen Chen, Zifeng Wang, Yandong Li, Pranav Shyam, Tianyi Zhou, Heng Huang, Ming-Hsuan Yang, Boqing Gong:
OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities. CoRR abs/2410.12219 (2024) - [i62]Ruibo Chen, Yihan Wu, Yanshuo Chen, Chenxi Liu, Junfeng Guo, Heng Huang:
A Watermark for Order-Agnostic Language Models. CoRR abs/2410.13805 (2024) - [i61]Ruibo Chen, Yihan Wu, Junfeng Guo, Heng Huang:
De-mark: Watermark Removal in Large Language Models. CoRR abs/2410.13808 (2024) - [i60]Lingxiao Lei, Heng Huang, Pingxing Chen, Mingtang Deng:
Cryogenic Control and Readout Integrated Circuits for Solid-State Quantum Computing. CoRR abs/2410.15895 (2024) - [i59]Zhengmian Hu, Heng Huang:
Inevitable Trade-off between Watermark Strength and Speculative Sampling Efficiency for Language Models. CoRR abs/2410.20418 (2024) - [i58]Zhengmian Hu, Tong Zheng, Heng Huang:
A Bayesian Approach to Harnessing the Power of LLMs in Authorship Attribution. CoRR abs/2410.21716 (2024) - [i57]Yanshuo Chen, Zhengmian Hu, Wei Chen, Heng Huang:
Fast and scalable Wasserstein-1 neural optimal transport solver for single-cell perturbation prediction. CoRR abs/2411.00614 (2024) - [i56]Junyi Li, Heng Huang:
Provably Faster Algorithms for Bilevel Optimization via Without-Replacement Sampling. CoRR abs/2411.05868 (2024) - [i55]Zilan Wang, Junfeng Guo, Jiacheng Zhu, Yiming Li, Heng Huang, Muhao Chen, Zhengzhong Tu:
SleeperMark: Towards Robust Watermark against Fine-Tuning Text-to-image Diffusion Models. CoRR abs/2412.04852 (2024) - [i54]Shuo Xing, Hongyuan Hua, Xiangbo Gao, Shenzhe Zhu, Renjie Li, Kexin Tian, Xiaopeng Li, Heng Huang, Tianbao Yang, Zhangyang Wang, Yang Zhou, Huaxiu Yao, Zhengzhong Tu:
AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving. CoRR abs/2412.15206 (2024) - [i53]Reza Shirkavand, Peiran Yu, Shangqian Gao, Gowthami Somepalli, Tom Goldstein, Heng Huang:
Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models. CoRR abs/2412.15341 (2024) - 2023
- [c77]Alireza Ganjdanesh, Shangqian Gao, Heng Huang:
EffConv: Efficient Learning of Kernel Sizes for Convolution Layers of CNNs. AAAI 2023: 7604-7612 - [c76]Xidong Wu, Zhengmian Hu, Heng Huang:
Decentralized Riemannian Algorithm for Nonconvex Minimax Problems. AAAI 2023: 10370-10378 - [c75]Yihan Wu, Aleksandar Bojchevski, Heng Huang:
Adversarial Weight Perturbation Improves Generalization in Graph Neural Networks. AAAI 2023: 10417-10425 - [c74]Yimu Wang, Dinghuai Zhang, Yihan Wu, Heng Huang, Hongyang Zhang:
Cooperation or Competition: Avoiding Player Domination for Multi-Target Robustness via Adaptive Budgets. CVPR 2023: 20564-20574 - [c73]Lichang Chen, Jiuhai Chen, Heng Huang, Minhao Cheng:
PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer. EMNLP 2023: 13512-13525 - [c72]Jiexi Yan, Zhihui Yin, Erkun Yang, Yanhua Yang, Heng Huang:
Learning with Diversity: Self-Expanded Equalization for Better Generalized Deep Metric Learning. ICCV 2023: 19308-19317 - [c71]Shangqian Gao, Burak Uzkent, Yilin Shen, Heng Huang, Hongxia Jin:
Learning to Jointly Share and Prune Weights for Grounding Based Vision and Language Models. ICLR 2023 - [c70]Zhengmian Hu, Heng Huang:
Tighter Analysis for ProxSkip. ICML 2023: 13469-13496 - [c69]Zhengmian Hu, Xidong Wu, Heng Huang:
Beyond Lipschitz Smoothness: A Tighter Analysis for Nonconvex Optimization. ICML 2023: 13652-13678 - [c68]Yihan Wu, Heng Huang, Hongyang Zhang:
A Law of Robustness beyond Isoperimetry. ICML 2023: 37439-37455 - [c67]Heng Huang, Deng Luo, Wei Song, Milin Zhang, Zhihua Wang, Guolin Li:
A Compact 16-Channel Neural Signal Recorder with Wireless Power and Data Transmission. ISCAS 2023: 1-5 - [c66]Jiaxin Lei, Xiliang Liu, Wei Song, Heng Huang, Xiaoyan Ma, Junliang Wei, Milin Zhang:
A 1.8Gb/s, 2.3pJ/bit, Crystal-Less IR-UWB Transmitter for Neural Implants. ISSCC 2023: 464-465 - [c65]Junfeng Guo, Yiming Li, Lixu Wang, Shu-Tao Xia, Heng Huang, Cong Liu, Bo Li:
Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand. NeurIPS 2023 - [c64]Zhengmian Hu, Heng Huang:
Optimization and Bayes: A Trade-off for Overparameterized Neural Networks. NeurIPS 2023 - [c63]Junyi Li, Heng Huang:
Resolving the Tug-of-War: A Separation of Communication and Learning in Federated Learning. NeurIPS 2023 - [c62]Xidong Wu, Jianhui Sun, Zhengmian Hu, Junyi Li, Aidong Zhang, Heng Huang:
Federated Conditional Stochastic Optimization. NeurIPS 2023 - [c61]Xidong Wu, Jianhui Sun, Zhengmian Hu, Aidong Zhang, Heng Huang:
Solving a Class of Non-Convex Minimax Optimization in Federated Learning. NeurIPS 2023 - [c60]Wenhan Xian, Heng Huang:
Finding Local Minima Efficiently in Decentralized Optimization. NeurIPS 2023 - [i52]Chuan He, Heng Huang, Zhaosong Lu:
A Newton-CG based barrier-augmented Lagrangian method for general nonconvex conic optimization. CoRR abs/2301.04204 (2023) - [i51]Xidong Wu, Zhengmian Hu, Heng Huang:
Decentralized Riemannian Algorithm for Nonconvex Minimax Problems. CoRR abs/2302.03825 (2023) - [i50]Jiuhai Chen, Lichang Chen, Heng Huang, Tianyi Zhou:
When do you need Chain-of-Thought Prompting for ChatGPT? CoRR abs/2304.03262 (2023) - [i49]Xiangyu Xu, Lichang Chen, Changjiang Cai, Huangying Zhan, Qingan Yan, Pan Ji, Junsong Yuan, Heng Huang, Yi Xu:
Dynamic Voxel Grid Optimization for High-Fidelity RGB-D Supervised Surface Reconstruction. CoRR abs/2304.06178 (2023) - [i48]Lichang Chen, Heng Huang, Minhao Cheng:
PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer. CoRR abs/2305.02423 (2023) - [i47]Lichang Chen, Minhao Cheng, Heng Huang:
Backdoor Learning on Sequence to Sequence Models. CoRR abs/2305.02424 (2023) - [i46]Reza Shirkavand, Fei Zhang, Heng Huang:
Prediction of Post-Operative Renal and Pulmonary Complications Using Transformers. CoRR abs/2306.00698 (2023) - [i45]Lichang Chen, Jiuhai Chen, Tom Goldstein, Heng Huang, Tianyi Zhou:
InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models. CoRR abs/2306.03082 (2023) - [i44]Yimu Wang, Dinghuai Zhang, Yihan Wu, Heng Huang, Hongyang Zhang:
Cooperation or Competition: Avoiding Player Domination for Multi-Target Robustness via Adaptive Budgets. CoRR abs/2306.15482 (2023) - [i43]Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin:
AlpaGasus: Training A Better Alpaca with Fewer Data. CoRR abs/2307.08701 (2023) - [i42]Zhenyi Wang, Enneng Yang, Li Shen, Heng Huang:
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. CoRR abs/2307.09218 (2023) - [i41]Reza Shirkavand, Heng Huang:
Deep Prompt Tuning for Graph Transformers. CoRR abs/2309.10131 (2023) - [i40]Xidong Wu, Jianhui Sun, Zhengmian Hu, Junyi Li, Aidong Zhang, Heng Huang:
Federated Conditional Stochastic Optimization. CoRR abs/2310.02524 (2023) - [i39]Yihan Wu, Brandon Y. Feng, Heng Huang:
Shielding the Unseen: Privacy Protection through Poisoning NeRF with Spatial Deformation. CoRR abs/2310.03125 (2023) - [i38]Xidong Wu, Jianhui Sun, Zhengmian Hu, Aidong Zhang, Heng Huang:
Solving a Class of Non-Convex Minimax Optimization in Federated Learning. CoRR abs/2310.03613 (2023) - [i37]Yihan Wu, Zhengmian Hu, Hongyang Zhang, Heng Huang:
DiPmark: A Stealthy, Efficient and Resilient Watermark for Large Language Models. CoRR abs/2310.07710 (2023) - [i36]Zhengmian Hu, Lichang Chen, Xidong Wu, Yihan Wu, Hongyang Zhang, Heng Huang:
Unbiased Watermark for Large Language Models. CoRR abs/2310.10669 (2023) - [i35]Ming Li, Lichang Chen, Jiuhai Chen, Shwai He, Heng Huang, Jiuxiang Gu, Tianyi Zhou:
Reflection-Tuning: Data Recycling Improves LLM Instruction-Tuning. CoRR abs/2310.11716 (2023) - [i34]Junfeng Guo, Yiming Li, Lixu Wang, Shu-Tao Xia, Heng Huang, Cong Liu, Bo Li:
Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand. CoRR abs/2310.14942 (2023) - [i33]Ruibo Chen, Tianyi Xiong, Yihan Wu, Guodong Liu, Zhengmian Hu, Lichang Chen, Yanshuo Chen, Chenxi Liu, Heng Huang:
GPT-4 Vision on Medical Image Classification - A Case Study on COVID-19 Dataset. CoRR abs/2310.18498 (2023) - [i32]Zhengmian Hu, Gang Wu, Saayan Mitra, Ruiyi Zhang, Tong Sun, Heng Huang, Vishy Swaminathan:
Token-Level Adversarial Prompt Detection Based on Perplexity Measures and Contextual Information. CoRR abs/2311.11509 (2023) - [i31]Jianhui Sun, Xidong Wu, Heng Huang, Aidong Zhang:
On the Role of Server Momentum in Federated Learning. CoRR abs/2312.12670 (2023) - [i30]Lixu Wang, Chenxi Liu, Junfeng Guo, Jiahua Dong, Xiao Wang, Heng Huang, Qi Zhu:
Federated Continual Novel Class Learning. CoRR abs/2312.13500 (2023) - [i29]Alireza Ganjdanesh, Shangqian Gao, Hirad Alipanah, Heng Huang:
Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold. CoRR abs/2312.14776 (2023) - 2022
- [j9]Heng Huang, Donghua Zhu, Xuefeng Wang:
Evaluating scientific impact of publications: combining citation polarity and purpose. Scientometrics 127(9): 5257-5281 (2022) - [c59]Maosen Li, Yanhua Yang, Kun Wei, Xu Yang, Heng Huang:
Learning Universal Adversarial Perturbation by Adversarial Example. AAAI 2022: 1350-1358 - [c58]An Xu, Heng Huang:
Coordinating Momenta for Cross-Silo Federated Learning. AAAI 2022: 8735-8743 - [c57]Jiang Long, Mengmeng Li, Mingxing Cha, Xiaoqin Wang, Heng Huang:
Delineation of agricultural fields using Psi-Net from high-resolution remote sensing images. Agro-Geoinformatics 2022: 1-5 - [c56]Yang Gu, Yingrui Feng, Heng Huang, Yu Tian, Jian Cao:
RCPM: A Rule-Based Configurable Process Mining Method. ChineseCSCW (1) 2022: 422-436 - [c55]An Xu, Wenqi Li, Pengfei Guo, Dong Yang, Holger Roth, Ali Hatamizadeh, Can Zhao, Daguang Xu, Heng Huang, Ziyue Xu:
Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation. CVPR 2022: 20834-20843 - [c54]Hongchang Gao, Junyi Li, Heng Huang:
On the Convergence of Local Stochastic Compositional Gradient Descent with Momentum. ICML 2022: 7017-7035 - [c53]Yihan Wu, Hongyang Zhang, Heng Huang:
RetrievalGuard: Provably Robust 1-Nearest Neighbor Image Retrieval. ICML 2022: 24266-24279 - [c52]An Xu, Heng Huang:
Detached Error Feedback for Distributed SGD with Random Sparsification. ICML 2022: 24550-24575 - [c51]Runxue Bao, Xidong Wu, Wenhan Xian, Heng Huang:
Doubly Sparse Asynchronous Learning for Stochastic Composite Optimization. IJCAI 2022: 1916-1922 - [c50]Wei Song, Heng Huang, Yusong Wu, Xiliang Liu, Chao Sun, Zijian Tang, Xiaoyan Ma, Tianhe Jiang, Xiong Zhong, Milin Zhang:
A 16-Channel Neural Recorder with 2.8 nJ/bit, 971.4 kbps sub-2.4 GHz polar transmitter. ISCAS 2022: 2710-2714 - [i28]Hongyang Zhang, Yihan Wu, Heng Huang:
How Many Data Are Needed for Robust Learning? CoRR abs/2202.11592 (2022) - [i27]An Xu, Wenqi Li, Pengfei Guo, Dong Yang, Holger Roth, Ali Hatamizadeh, Can Zhao, Daguang Xu, Heng Huang, Ziyue Xu:
Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation. CoRR abs/2203.10144 (2022) - [i26]Runxue Bao, Xidong Wu, Wenhan Xian, Heng Huang:
Distributed Dynamic Safe Screening Algorithms for Sparse Regularization. CoRR abs/2204.10981 (2022) - [i25]Yihan Wu, Hongyang Zhang, Heng Huang:
RetrievalGuard: Provably Robust 1-Nearest Neighbor Image Retrieval. CoRR abs/2206.11225 (2022) - [i24]Alireza Ganjdanesh, Shangqian Gao, Heng Huang:
Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps. CoRR abs/2209.02869 (2022) - [i23]Junyi Li, Heng Huang:
FedGRec: Federated Graph Recommender System with Lazy Update of Latent Embeddings. CoRR abs/2210.13686 (2022) - [i22]Yihan Wu, Xinda Li, Florian Kerschbaum, Heng Huang, Hongyang Zhang:
Towards Robust Dataset Learning. CoRR abs/2211.10752 (2022) - [i21]Yihan Wu, Aleksandar Bojchevski, Heng Huang:
Adversarial Weight Perturbation Improves Generalization in Graph Neural Network. CoRR abs/2212.04983 (2022) - 2021
- [j8]Xiang Jiang, Shikui Wei, Ting Liu, Ruizhen Zhao, Yao Zhao, Heng Huang:
Blind Image Clustering for Camera Source Identification via Row-Sparsity Optimization. IEEE Trans. Multim. 23: 2602-2613 (2021) - [c49]Hongchang Gao, An Xu, Heng Huang:
On the Convergence of Communication-Efficient Local SGD for Federated Learning. AAAI 2021: 7510-7518 - [c48]An Xu, Zhouyuan Huo, Heng Huang:
Step-Ahead Error Feedback for Distributed Training with Compressed Gradient. AAAI 2021: 10478-10486 - [c47]Shupei Ding, Mengmeng Li, Xiaoqin Wang, Ruijiao Wu, Heng Huang:
The use of Google Earth Engine and Geographical Detectors to monitor farmland changes in Fujian province. Agro-Geoinformatics 2021: 1-5 - [c46]Naixuan Wang, Jian Cao, Heng Huang, Yihua Ding, Qiang Ling:
A Strategy to Optimize the Timing of Prediction Information Release for Container Ships' Operation Process. BESC 2021: 1-5 - [c45]Yanfu Zhang, Shangqian Gao, Heng Huang:
Exploration and Estimation for Model Compression. ICCV 2021: 477-486 - [c44]Zhengmian Hu, Heng Huang:
On the Random Conjugate Kernel and Neural Tangent Kernel. ICML 2021: 4359-4368 - [c43]Giacomo Nebbia, Saba Dadsetan, Dooman Arefan, Margarita L. Zuley, Jules H. Sumkin, Heng Huang, Shandong Wu:
Radiomics-Informed Deep Curriculum Learning for Breast Cancer Diagnosis. MICCAI (5) 2021: 634-643 - [c42]Hongchang Gao, Heng Huang:
Fast Training Method for Stochastic Compositional Optimization Problems. NeurIPS 2021: 25334-25345 - [c41]Hongchang Gao, Heng Huang:
Faster Stochastic Second Order Method for Large-Scale Machine Learning Models. SDM 2021: 405-413 - [i20]An Xu, Heng Huang:
Double Momentum SGD for Federated Learning. CoRR abs/2102.03970 (2021) - [i19]Guanghan Ning, Guang Chen, Chaowei Tan, Si Luo, Liefeng Bo, Heng Huang:
Data Augmentation for Object Detection via Differentiable Neural Rendering. CoRR abs/2103.02852 (2021) - [i18]Bo Liu, Chaowei Tan, Jiazhou Wang, Tao Zeng, Huasong Shan, Houpu Yao, Heng Huang, Peng Dai, Liefeng Bo, Yanqing Chen:
Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform. CoRR abs/2107.04129 (2021) - 2020
- [c40]An Xu, Zhouyuan Huo, Heng Huang:
On the Acceleration of Deep Learning Model Parallelism With Staleness. CVPR 2020: 2085-2094 - [c39]Zheng Gao, Lujun Zhao, Heng Huang, Hongsong Li, Changlong Sun, Luo Si, Xiaozhong Liu:
Behavior Based Dynamic Summarization on Product Aspects via Reinforcement Neighbour Selection. ECAI 2020: 2022-2029 - [c38]Hongchang Gao, Heng Huang:
Can Stochastic Zeroth-Order Frank-Wolfe Method Converge Faster for Non-Convex Problems? ICML 2020: 3377-3386 - [c37]Junyi Li, Heng Huang:
Faster Secure Data Mining via Distributed Homomorphic Encryption. KDD 2020: 2706-2714 - [c36]Yongzhen Wang, Jian Wang, Heng Huang, Hongsong Li, Xiaozhong Liu:
Evolutionary Product Description Generation: A Dynamic Fine-Tuning Approach Leveraging User Click Behavior. SIGIR 2020: 119-128 - [i17]An Xu, Zhouyuan Huo, Heng Huang:
Optimal Gradient Quantization Condition for Communication-Efficient Distributed Training. CoRR abs/2002.11082 (2020) - [i16]An Xu, Zhouyuan Huo, Heng Huang:
Exploit Where Optimizer Explores via Residuals. CoRR abs/2004.05298 (2020) - [i15]Junyi Li, Heng Huang:
Faster Secure Data Mining via Distributed Homomorphic Encryption. CoRR abs/2006.10091 (2020) - [i14]An Xu, Zhouyuan Huo, Heng Huang:
Training Faster with Compressed Gradient. CoRR abs/2008.05823 (2020) - [i13]Hongchang Gao, Heng Huang:
Adaptive Serverless Learning. CoRR abs/2008.10422 (2020) - [i12]Hongchang Gao, Heng Huang:
Periodic Stochastic Gradient Descent with Momentum for Decentralized Training. CoRR abs/2008.10435 (2020)
2010 – 2019
- 2019
- [c35]Heng Huang, Milin Zhang, Guolin Li, Zhihua Wang:
A 2Mbps sub-100µW Crystal-less RF Transmitter with Energy Harvesting for Multi-Channel Neural Signal Acquisition. A-SSCC 2019: 157-160 - [c34]Heng Huang:
Large-Scale Machine Learning Algorithms for Biomedical Data Science. BCB 2019: 4 - [c33]Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang:
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering. CVPR 2019: 1999-2007 - [c32]Yanfu Zhang, Heng Huang:
New Graph-Blind Convolutional Network for Brain Connectome Data Analysis. IPMI 2019: 669-681 - [c31]Qian Yang, Zhouyuan Huo, Wenlin Wang, Heng Huang, Lawrence Carin:
Ouroboros: On Accelerating Training of Transformer-Based Language Models. NeurIPS 2019: 5520-5530 - [c30]Yongzhen Wang, Heng Huang, Yuliang Yan, Xiaozhong Liu:
Quality-Sensitive Training! Social Advertisement Generation by Leveraging User Click Behavior. WWW 2019: 2045-2055 - [c29]Heng Huang, Xiaozhong Liu, Yuliang Yan:
Domain-aware Neural Model for Sequence Labeling using Joint Learning. WWW 2019: 2837-2843 - [i11]Chenyou Fan, Xiaofan Zhang, Shu Zhang, Wensheng Wang, Chi Zhang, Heng Huang:
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering. CoRR abs/1904.04357 (2019) - [i10]Guanghan Ning, Heng Huang:
LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking. CoRR abs/1905.02822 (2019) - [i9]An Xu, Zhouyuan Huo, Heng Huang:
Diversely Stale Parameters for Efficient Training of CNNs. CoRR abs/1909.02625 (2019) - [i8]Qian Yang, Zhouyuan Huo, Wenlin Wang, Heng Huang, Lawrence Carin:
Ouroboros: On Accelerating Training of Transformer-Based Language Models. CoRR abs/1909.06695 (2019) - [i7]Zhouyuan Huo, Heng Huang:
Straggler-Agnostic and Communication-Efficient Distributed Primal-Dual Algorithm for High-Dimensional Data Mining. CoRR abs/1910.04235 (2019) - 2018
- [c28]Kamran Ghasedi Dizaji, Heng Huang:
Sentiment Analysis via Deep Hybrid Textual-Crowd Learning Model. AAAI 2018: 1563-1570 - [c27]Zhouyuan Huo, Xue Jiang, Heng Huang:
Asynchronous Dual Free Stochastic Dual Coordinate Ascent for Distributed Data Mining. ICDM 2018: 167-176 - [c26]Hongchang Gao, Heng Huang:
Joint Generative Moment-Matching Network for Learning Structural Latent Code. IJCAI 2018: 2121-2127 - [c25]Hongchang Gao, Heng Huang:
Stochastic Second-Order Method for Large-Scale Nonconvex Sparse Learning Models. IJCAI 2018: 2128-2134 - [c24]Hongchang Gao, Heng Huang:
Deep Attributed Network Embedding. IJCAI 2018: 3364-3370 - [c23]Zhe Guo, Xiang Li, Heng Huang, Ning Quo, Quanzheng Li:
Medical image segmentation based on multi-modal convolutional neural network: Study on image fusion schemes. ISBI 2018: 903-907 - [c22]Hongchang Gao, Heng Huang:
Self-Paced Network Embedding. KDD 2018: 1406-1415 - [c21]Zizhe Gao, Zheng Gao, Heng Huang, Zhuoren Jiang, Yuliang Yan:
An End-to-end Model of Predicting Diverse Ranking On Heterogeneous Feeds. eCOM@SIGIR 2018 - [c20]Kamran Ghasedi Dizaji, Yanhua Yang, Heng Huang:
Joint Generative-Discriminative Aggregation Model for Multi-Option Crowd Labels. WSDM 2018: 144-152 - 2017
- [c19]Zhouyuan Huo, Heng Huang:
Asynchronous Mini-Batch Gradient Descent with Variance Reduction for Non-Convex Optimization. AAAI 2017: 2043-2049 - [i6]Kamran Ghasedi Dizaji, Amirhossein Herandi, Heng Huang:
Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization. CoRR abs/1704.06327 (2017) - [i5]Zhe Guo, Xiang Li, Heng Huang, Ning Guo, Quanzheng Li:
Medical Image Segmentation Based on Multi-Modal Convolutional Neural Network: Study on Image Fusion Schemes. CoRR abs/1711.00049 (2017) - 2016
- [c18]Zhouyuan Huo, Ji Liu, Heng Huang:
Optimal Discrete Matrix Completion. AAAI 2016: 1687-1693 - [c17]Dongdong Ye, Dinghao Sun, Wei-Jen Lee, Heng Huang, Yang Zhang:
Performance evaluation of two magnetic recovery circuits of forward converter. IAS 2016: 1-6 - [c16]Peng Li, Heng Huang:
UTA DLNLP at SemEval-2016 Task 1: Semantic Textual Similarity: A Unified Framework for Semantic Processing and Evaluation. SemEval@NAACL-HLT 2016: 584-587 - [c15]Peng Li, Heng Huang:
UTA DLNLP at SemEval-2016 Task 12: Deep Learning Based Natural Language Processing System for Clinical Information Identification from Clinical Notes and Pathology Reports. SemEval@NAACL-HLT 2016: 1268-1273 - [i4]Peng Li, Heng Huang:
Clinical Information Extraction via Convolutional Neural Network. CoRR abs/1603.09381 (2016) - [i3]Peng Li, Heng Huang:
Enhancing Sentence Relation Modeling with Auxiliary Character-level Embedding. CoRR abs/1603.09405 (2016) - [i2]Zhouyuan Huo, Heng Huang:
Asynchronous Stochastic Gradient Descent with Variance Reduction for Non-Convex Optimization. CoRR abs/1604.03584 (2016) - [i1]Zhouyuan Huo, Heng Huang:
Distributed Asynchronous Stochastic Dual Coordinate Ascent without Duality. CoRR abs/1605.09066 (2016) - 2015
- [j7]Franklin L. Quilumba, Wei-Jen Lee, Heng Huang, David Yanshi Wang, Robert L. Szabados:
Using Smart Meter Data to Improve the Accuracy of Intraday Load Forecasting Considering Customer Behavior Similarities. IEEE Trans. Smart Grid 6(2): 911-918 (2015) - [c14]Xin Wang, Wei-Jen Lee, Heng Huang, Robert Louis Szabados, David Yanshi Wang, Peter Van Olinda:
Factors that impact the accuracy of clustering based load forecasting. IAS 2015: 1-6 - 2014
- [c13]Dijun Luo, Heng Huang:
Video Motion Segmentation Using New Adaptive Manifold Denoising Model. CVPR 2014: 65-72 - [c12]Franklin L. Quilumba, Wei-Jen Lee, Heng Huang, David Yanshi Wang, Robert L. Szabados:
An overview of AMI data preprocessing to enhance the performance of load forecasting. IAS 2014: 1-7 - 2013
- [c11]Alexandros Papangelis, Vangelis Karkaletsis, Heng Huang:
Towards adaptive dialogue systems for assistive living environments. IUI Companion 2013: 29-32 - 2012
- [j6]Nan Zhang, Liam O'Neill, Gautam Das, Xiuzhen Cheng, Heng Huang:
No Silver Bullet: Identifying Security Vulnerabilities in Anonymization Protocols for Hospital Databases. Int. J. Heal. Inf. Syst. Informatics 7(4): 48-58 (2012) - 2011
- [c10]Meizhu Liu, Le Lu, Xiaojing Ye, Shipeng Yu, Heng Huang:
Coarse-to-fine classification via parametric and nonparametric models for computer-aided diagnosis. CIKM 2011: 2509-2512 - [c9]Franklin L. Quilumba, Wei-Jen Lee, Heng Huang, David Yanshi Wang, Robert Louis Szabados:
Load model development for next generation appliances. IAS 2011: 1-7 - [c8]Dijun Luo, Heng Huang:
Ball Ranking Machine for Content-Based Multimedia Retrieval. IJCAI 2011: 1390-1395 - 2010
- [j5]Nha Nguyen, Heng Huang, Soontorn Oraintara, An P. N. Vo:
Mass spectrometry data processing using zero-crossing lines in multi-scale of Gaussian derivative wavelet. Bioinform. 26(18) (2010) - [j4]An P. N. Vo, Nha Nguyen, Heng Huang:
Solenoid and non-solenoid protein recognition using stationary wavelet packet transform. Bioinform. 26(18) (2010) - [j3]Nha Nguyen, Heng Huang, Soontorn Oraintara, An P. N. Vo:
Stationary Wavelet Packet Transform and Dependent Laplacian Bivariate Shrinkage Estimator for Array-CGH Data Smoothing. J. Comput. Biol. 17(2): 139-152 (2010) - [c7]Heng Huang, Yuxu Lin, Mingli Song, Jiajun Bu, Chun Chen:
Face Aging by Sparse Representation. PCM (2) 2010: 571-582
2000 – 2009
- 2009
- [j2]Nha Nguyen, Heng Huang, Soontorn Oraintara, An P. N. Vo:
Peak Detection in Mass Spectrometry by Gabor Filters and Envelope Analysis. J. Bioinform. Comput. Biol. 7(3): 547-569 (2009) - [c6]Dijun Luo, Heng Huang:
Link prediction of multimedia social network via unsupervised face recognition. ACM Multimedia 2009: 805-808 - 2007
- [c5]Nha Nguyen, Heng Huang, Soontorn Oraintara, Yuhang Wang:
Denoising of Array-Based DNA Copy Number Data Using The Dual-tree Complex Wavelet Transform. BIBE 2007: 137-144 - [c4]Nha Nguyen, Heng Huang, Soontorn Oraintara, An P. N. Vo:
A New Smoothing Model for Analyzing Array CGH Data. BIBE 2007: 1027-1034 - [c3]Heng Huang, Paul R. Bergstresser:
A New Hybrid Technique for Dermatological Image Registration. BIBE 2007: 1163-1167 - [c2]Chris Hawblitzel, Heng Huang, Lea Wittie, Juan Chen:
A garbage-collecting typed assembly language. TLDI 2007: 41-52 - 2004
- [c1]Heng Huang, Justin J. Legarsky, Srikanth Gudimetla, Curt H. Davis:
Post-classification smoothing of digital classification map of St. Louis, Missouri. IGARSS 2004: 3039-3041 - 2000
- [j1]Shahrukh A. Irani, Heng Huang:
Custom design of facility layouts for multiproduct facilities using layout modules. IEEE Trans. Robotics Autom. 16(3): 259-267 (2000)
Coauthor Index
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