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2020 – today
- 2026
[j2]Jiajun Han, Guodong Ye
, Sirui Han:
An image steganography algorithm using selective timestep embedding and diffusion model. Expert Syst. Appl. 310: 131313 (2026)- [j1]Xingqun Qi, Hengyuan Zhang, Yatian Wang, Jiahao Pan, Chen Liu, Muyi Sun, Wei Xue, Shanghang Zhang, Sirui Han, Qifeng Liu, Yike Guo:
CoCoGesture: Towards coherent co-speech 3D gesture generation in the wild. Inf. Fusion 126: 103613 (2026) - [c42]Ying Li, Xiaobao Wei, Xiaowei Chi, Yuming Li, Zhongyu Zhao, Hao Wang, Ningning Ma, Ming Lu, Sirui Han:
ManipDreamer3D: Synthesizing Plausible Robotic Manipulation Video with Occupancy-aware 3D Trajectory. AAAI 2026: 6644-6652 - [c41]Lujun Li, Qiyuan Zhu, Jiacheng Wang, Xiaoyu Qin, Wei Li, Hao Gu, Sirui Han, Yike Guo:
Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging. AAAI 2026: 22994-23002 - [c40]Yujin Zhou, Pengcheng Wen, Jiale Chen, Boqin Yin, Han Zhu, Jiaming Ji, Juntao Dai, Chi-Min Chan, Sirui Han:
What, Whether and How? Unveiling Process Reward Models for Thinking with Images Reasoning. AAAI 2026: 29071-29079 - [c39]Qiyuan Zhu, Dezhi Li, Lujun Li, Xiaoyu Qin, Wei Li, Hao Gu, Hua Xu, Sirui Han, Yike Guo:
Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging. AAAI 2026: 35213-35221 - [c38]Sitong Fang, Wenjing Cao, Jiahao Li, Xuyao Wang, Chi-Min Chan, Sirui Han, Juntao Dai, Yike Guo, Yaodong Yang, Jiaming Ji:
When Slower Isn't Truer: Inverse Scaling Law of Truthfulness in Multimodal Reasoning. ACL (Findings) 2026: 1236-1263 - [c37]Haoran Li, Yulin Chen, Huihao Jing, Wenbin Hu, Tsz Ho Li, Chanhou Lou, Hong Ting Tsang, Sirui Han, Yangqiu Song:
ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance. ACL (1) 2026: 6503-6518 - [c36]Weijie Liang, Yuanfeng Song, Xing Chen, Caleb Chen Cao, Sirui Han, Yike Guo:
VizoMem: A Visual-Textual Memory Framework for Efficient Long-Horizon Reasoning. ACL (Findings) 2026: 7399-7422 - [c35]Hao Wang, Hao Gu, Hongming Piao, Kaixiong Gong, Yuxiao Ye, Xiangyu Yue, Sirui Han, Yike Guo, Dapeng Wu:
Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models. ACL (1) 2026: 13567-13581 - [c34]Chi-Min Chan, Yujin Zhou, Pengcheng Wen, Boqin Yin, Jiaming Ji, Juntao Dai, Wei Xue, Sirui Han, Yike Guo:
Omni-RewardBench: Toward a Comprehensive Evaluation of Generative Reward Models Across Modalities. ACL (1) 2026: 13962-13984 - [c33]Hao Gu, Hao Wang, Jiacheng Liu, Lujun Li, Qiyuan Zhu, Bei Liu, Binxing Xu, Lei Wang, Xintong Yang, Sida Lin, Sirui Han, Yike Guo:
QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training-Inference Mismatch. ACL (Findings) 2026: 17051-17064 - [c32]Binxing Xu, Hao Gu, Lujun Li, Hao Wang, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Xintong Yang, Chao Li, Sirui Han, Yike Guo:
Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs. ACL (1) 2026: 22284-22299 - [c31]Hao Gu, Lujun Li, Hao Wang, Lei Wang, Zheyu Wang, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Sirui Han, Yike Guo:
BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook. ACL (1) 2026: 23274-23294 - [c30]Tianle Chen, Pengyu Cheng, Qiyuan Zhu, Jiacheng Wang, Bei Liu, Hao Gu, Ruijie Shen, Xiaofeng Hou, Sirui Han, Jiacheng Liu:
Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models. ACL (1) 2026: 24647-24662 - [c29]Hongbo Bai, Yujin Zhou, Yile Wu, Chi-Min Chan, Pengcheng Wen, Kunhao Pan, Sirui Han, Yike Guo:
Glance-or-Gaze: Incentivizing LMMs to Adaptively Focus Search via Reinforcement Learning. ACL (Findings) 2026: 34044-34062 - [c28]Zhenghao Zhu, Yuanfeng Song, Xing Chen, Chengzhong Liu, Yakun Cui, Caleb Chen Cao, Sirui Han, Yike Guo:
InsightEval: An Expert-Curated Benchmark for Assessing Insight Discovery in LLM-Driven Data Agents. ACL (Findings) 2026: 34632-34656 - [c27]Han Zhu, Juntao Dai, Jiaming Ji, Haoran Li, Chengkun Cai, Pengcheng Wen, Chi-Min Chan, Boyuan Chen, Yaodong Yang, Sirui Han, Yike Guo:
SafeMT: Multi-turn Safety for Multimodal Language Models. ACL (1) 2026: 41381-41409 - [c26]Chi-Min Chan, Han Zhu, Chunyang Jiang, Jiaming Ji, Juntao Dai, Wei Xue, Sirui Han, Yike Guo:
Benchmarking Fine-Grained Error Detection in Multimodal Reasoning. ACL (1) 2026: 44672-44702 - [c25]Yakun Cui, Peng Qi, Fushuo Huo, Hang Du, Weijie Shi, Juntao Dai, Zhenghao Zhu, Sirui Han:
Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection. ACL (1) 2026: 45332-45363 - [c24]Sirui Han, Yuyao Zhang, Yidan Huang, Xueyan Li, Chengzhong Liu, Yike Guo:
Reimagining Legal Fact Verification with GenAI: Toward Effective Human-AI Collaboration. CHI 2026: 384:1-384:15 - [c23]Xinyue Qi, Chengzhong Liu, Xiangyu Long, Zhizhuo Kou, Sirui Han, Yike Guo:
CareerCraft: Supporting New Graduates on Job Hunting with LLM-Assisted Self-Construction of Career Profile. CHI 2026: 945:1-945:22 - [i62]Chun-Kai Fan, Xiaowei Chi, Xiaozhu Ju, Hao Li, Yong Bao, Yu-Kai Wang, Lizhang Chen, Zhiyuan Jiang, Kuangzhi Ge, Ying Li, Weishi Mi, Qingpo Wuwu, Peidong Jia, Yulin Luo, Kevin Zhang, Zhiyuan Qin, Yong Dai, Sirui Han, Yike Guo, Shanghang Zhang, Jian Tang:
Wow, wo, val! A Comprehensive Embodied World Model Evaluation Turing Test. CoRR abs/2601.04137 (2026) - [i61]Yakun Cui, Yanting Zhang, Zhu Lei, Jian Xie, Zhizhuo Kou, Hang Du, Zhenghao Zhu, Sirui Han:
MMFCTUB: Multi-Modal Financial Credit Table Understanding Benchmark. CoRR abs/2601.04643 (2026) - [i60]Han Zhu, Jiale Chen, Chengkun Cai, Shengjie Sun, Haoran Li, Yujin Zhou, Chi-Min Chan, Pengcheng Wen, Lei Li, Sirui Han, Yike Guo:
AM3Safety: Towards Data Efficient Alignment of Multi-modal Multi-turn Safety for MLLMs. CoRR abs/2601.04736 (2026) - [i59]Cooper Lin, Yanting Zhang, Maohao Ran, Wei Xue, Hongwei Fan, Yibo Xu, Zhenglin Wan, Sirui Han, Yike Guo, Jun Song:
Reinforcement Learning of Large Language Models for Interpretable Credit Card Fraud Detection. CoRR abs/2601.05578 (2026) - [i58]Yujin Zhou, Chuxue Cao, Jinluan Yang, Lijun Wu, Conghui He, Sirui Han, Yike Guo:
LRAS: Advanced Legal Reasoning with Agentic Search. CoRR abs/2601.07296 (2026) - [i57]Hongbo Bai, Yujin Zhou, Yile Wu, Chi-Min Chan, Pengcheng Wen, Kunhao Pan, Sirui Han, Yike Guo:
Glance-or-Gaze: Incentivizing LMMs to Adaptively Focus Search via Reinforcement Learning. CoRR abs/2601.13942 (2026) - [i56]Chuxue Cao, Jinluan Yang, Haoran Li, Kunhao Pan, Zijian Zhao, Zhe Chen, Yuchen Tian, Lijun Wu, Conghui He, Sirui Han, Yike Guo:
Pushing the Boundaries of Natural Reasoning: Interleaved Bonus from Formal-Logic Verification. CoRR abs/2601.22642 (2026) - [i55]Hao Wang, Hao Gu, Hongming Piao, Kaixiong Gong, Yuxiao Ye, Xiangyu Yue, Sirui Han, Yike Guo, Dapeng Wu:
Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models. CoRR abs/2602.02244 (2026) - [i54]Sirui Han, Yuyao Zhang, Yidan Huang, Xueyan Li, Chengzhong Liu, Yike Guo:
Reimagining Legal Fact Verification with GenAI: Toward Effective Human-AI Collaboration. CoRR abs/2602.06305 (2026) - [i53]Zhenyuan Zhang, Xianzhang Jia, Zhiqin Yang, Zhenbo Song, Wei Xue, Sirui Han, Yike Guo:
MemFly: On-the-Fly Memory Optimization via Information Bottleneck. CoRR abs/2602.07885 (2026) - [i52]Yujin Zhou, Pengcheng Wen, Jiale Chen, Boqin Yin, Han Zhu, Jiaming Ji, Juntao Dai, Chi-Min Chan, Sirui Han:
What, Whether and How? Unveiling Process Reward Models for Thinking with Images Reasoning. CoRR abs/2602.08346 (2026) - [i51]Qinwen Xu, Jiaming Liu, Rui Zhou, Shaojun Shi, Nuowei Han, Zhuoyang Liu, Chenyang Gu, Shuo Gu, Yang Yue, Gao Huang, Wenzhao Zheng, Sirui Han, Peng Jia, Shanghang Zhang:
TwinRL-VLA: Digital Twin-Driven Reinforcement Learning for Real-World Robotic Manipulation. CoRR abs/2602.09023 (2026) - [i50]Chuxue Cao, Honglin Lin, Zhanping Zhong, Xin Gao, Mengzhang Cai, Conghui He, Sirui Han, Lijun Wu:
Unlocking Data Value in Finance: A Study on Distillation and Difficulty-Aware Training. CoRR abs/2603.07223 (2026) - [i49]Chi-Min Chan, Ehsan Hajiramezanali, Xiner Li, Edward De Brouwer, Carl Edwards, Wei Xue, Sirui Han, Yike Guo, Gabriele Scalia:
DC-W2S: Dual-Consensus Weak-to-Strong Training for Reliable Process Reward Modeling in Biological Reasoning. CoRR abs/2603.08095 (2026) - [i48]Qianpu Sun, Xiaowei Chi, Yuhan Rui, Ying Li, Kuangzhi Ge, Jiajun Li, Sirui Han, Shanghang Zhang:
LABSHIELD: A Multimodal Benchmark for Safety-Critical Reasoning and Planning in Scientific Laboratories. CoRR abs/2603.11987 (2026) - [i47]Pengcheng Wen, Yanxu Zhu, Jiapeng Sun, Han Zhu, Yujin Zhou, Chi-Min Chan, Sirui Han, Yike Guo:
Not Just the Destination, But the Journey: Reasoning Traces Causally Shape Generalization Behaviors. CoRR abs/2603.12397 (2026) - [i46]Hao Gu, Hao Wang, Jiacheng Liu, Lujun Li, Qiyuan Zhu, Bei Liu, Binxing Xu, Lei Wang, Xintong Yang, Sida Lin, Sirui Han, Yike Guo:
QaRL: Rollout-Aligned Quantization-Aware RL for Fast and Stable Training under Training-Inference Mismatch. CoRR abs/2604.07853 (2026) - [i45]Binxing Xu, Hao Gu, Lujun Li, Hao Wang, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Xintong Yang, Chao Li, Sirui Han, Yike Guo:
Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs. CoRR abs/2604.07888 (2026) - [i44]Haoran Li, Yulin Chen, Huihao Jing, Wenbin Hu, Tsz Ho Li, Chanhou Lou, Hong Ting Tsang, Sirui Han, Yangqiu Song:
ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance. CoRR abs/2604.12308 (2026) - [i43]Yakun Cui, Xingqun Qi, TianTian Geng, Yuyao Zhang, Sirui Han, Yike Guo:
When Text Hijacks Vision: Benchmarking and Mitigating Text Overlay-Induced Hallucination in Vision Language Models. CoRR abs/2604.17375 (2026) - [i42]Chuyao Fu, Shengzhe Gan, Zhuoli Ouyang, Yuhan Rui, Xiaowei Chi, Sirui Han, Jiankun Wang, Hong Zhang:
ProDrive: Proactive Planning for Autonomous Driving via Ego-Environment Co-Evolution. CoRR abs/2604.25329 (2026) - [i41]Jinhang Xu, Qiyuan Zhu, Yujun Wu, Zirui Wang, Dongxu Zhang, Marcia Tian, Yiling Duan, Siyuan Li, Jingxuan Wei, Sirui Han, Yike Guo, Odin Zhang, Conghui He, Cheng Tan:
NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation. CoRR abs/2605.10813 (2026) - [i40]Yisen Gao, Jiaxin Bai, Haoyu Huang, Zhongwei Xie, Yufei Li, Hong Ting Tsang, Sirui Han, Yangqiu Song:
KGPFN: Unlocking the Potential of Knowledge Graph Foundation Model via In-Context Learning. CoRR abs/2605.14907 (2026) - [i39]Xintong Yang, Hao Gu, Binxing Xu, Lujun Li, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Sirui Han, Yike Guo:
IndexMem: Learned KV-Cache Eviction with Latent Memory for Long-Context LLM Inference. CoRR abs/2605.25475 (2026) - [i38]Jian Yang, Zhizhuo Kou, Yao Tian, Hao Zhang, Han Chen, Sirui Han, Yike Guo:
RW-TTT: Batched Serving for Request-Owned Test-Time Training State. CoRR abs/2605.28053 (2026) - [i37]Han Zhu, Chengkun Cai, Yuanfeng Song, Xing Chen, Sirui Han, Yike Guo:
Self-Evolving Deep Research via Joint Generation and Evaluation. CoRR abs/2606.04507 (2026) - [i36]Yunfan Lou, Yifan Ye, Yankai Fu, Jun Cen, Xiaowei Chi, Yaoxu Lyu, Peidong Jia, Sirui Han, Zhihe Lu, Shanghang Zhang:
Dream-Tac: A Unified Tactile World Action Model for Contact-Rich Robot Manipulation. CoRR abs/2606.08737 (2026) - [i35]Ying Li, Xiaobao Wei, Jiajun Cao, Hao Wang, Xiaowei Chi, Chengyu Bai, Qianpu Sun, Jiajun Li, Xiaojie Zhang, Jian Tang, Sirui Han, Shanghang Zhang:
WAM4D: Fast 4D World Action Model via Spatial Register Tokens. CoRR abs/2606.14048 (2026) - 2025
- [c22]Weijie Shi, Han Zhu, Jiaming Ji, Mengze Li, Jipeng Zhang, Ruiyuan Zhang, Jia Zhu, Jiajie Xu, Sirui Han, Yike Guo:
LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning. ACL (1) 2025: 7297-7313 - [c21]Chi-Min Chan, Chunpu Xu, Junqi Zhu, Jiaming Ji, Donghai Hong, Pengcheng Wen, Chunyang Jiang, Zhen Ye, Yaodong Yang, Wei Xue, Sirui Han, Yike Guo:
Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA. ACL (Findings) 2025: 7433-7451 - [c20]Haoran Li, Wenbin Hu, Huihao Jing, Yulin Chen, Qi Hu, Sirui Han, Tianshu Chu, Peizhao Hu, Yangqiu Song:
PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance. ACL (1) 2025: 10544-10559 - [c19]Chuxue Cao, Han Zhu, Jiaming Ji, Qichao Sun, Zhenghao Zhu, Yinyu Wu, Josef Dai, Yaodong Yang, Sirui Han, Yike Guo:
SafeLawBench: Towards Safe Alignment of Large Language Models. ACL (Findings) 2025: 14015-14048 - [c18]Xiangwei Lv, Mengze Li, Jingyuan Chen, Zhiang Dong, Sirui Han, Beishui Liao:
Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph. ACL (Findings) 2025: 19544-19555 - [c17]Chengyi Ju, Weijie Shi, Chengzhong Liu, Jiaming Ji, Jipeng Zhang, Ruiyuan Zhang, Jiajie Xu, Yaodong Yang, Sirui Han, Yike Guo:
Benchmarking Multi-National Value Alignment for Large Language Models. ACL (Findings) 2025: 20042-20058 - [c16]Junyu Luo, Zhizhuo Kou, Liming Yang, Xiao Luo, Jinsheng Huang, Zhiping Xiao, Jingshu Peng, Chengzhong Liu, Jiaming Ji, Xuanzhe Liu, Sirui Han, Ming Zhang, Yike Guo:
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation. ACL (1) 2025: 29465-29489 - [c15]Jiaming Ji, Donghai Hong, Borong Zhang, Boyuan Chen, Josef Dai, Boren Zheng, Tianyi Alex Qiu, Jiayi Zhou, Kaile Wang, Boxun Li, Sirui Han, Yike Guo, Yaodong Yang:
PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference. ACL (1) 2025: 31983-32016 - [c14]Ruowen Niu, Jiaxiong Hu, Siyu Peng, Caleb Chen Cao, Chengzhong Liu, Sirui Han, Yike Guo:
Scenario, Role, and Persona: A Scoping Review of Design Strategies for Socially Intelligent AI Agents. CHI Extended Abstracts 2025: 470:1-470:9 - [c13]Wenbin Hu, Haoran Li, Huihao Jing, Qi Hu, Ziqian Zeng, Sirui Han, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song:
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning. EMNLP 2025: 865-883 - [c12]Weijie Shi, Jipeng Zhang, Yaguang Wu, Jingzhi Fang, Shibo Zhang, Yao Zhao, Hao Chen, Ruiyuan Zhang, Yue Cui, Jia Zhu, Sirui Han, Jiajie Xu, Xiaofang Zhou:
DIDS: Domain Impact-aware Data Sampling for Large Language Model Training. EMNLP 2025: 4330-4350 - [c11]Chuxue Cao, Mengze Li, Juntao Dai, Jinluan Yang, Zijian Zhao, Shengyu Zhang, Weijie Shi, Chengzhong Liu, Sirui Han, Yike Guo:
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving. EMNLP 2025: 12429-12449 - [c10]Zhizhuo Kou, Holam Yu, Junyu Luo, Jingshu Peng, Xujia Li, Chengzhong Liu, Juntao Dai, Lei Chen, Sirui Han, Yike Guo:
Automate Strategy Finding with LLM in Quant Investment. EMNLP (Findings) 2025: 18517-18533 - [c9]Lujun Li, Dezhi Li, Cheng Lin, Wei Li, Wei Xue, Sirui Han, Yike Guo:
AIRA: Activation-Informed Low-Rank Adaptation for Large Models. ICCV 2025: 1729-1739 - [c8]Hengyuan Zhang, Zhe Li, Xingqun Qi, Mengze Li, Muyi Sun, Siye Wang, Man Zhang, Sirui Han:
DanceEditor: Towards Iterative Editable Music-Driven Dance Generation with Open-Vocabulary Descriptions. ICCV 2025: 12158-12168 - [c7]Lujun Li, Cheng Lin, Dezhi Li, You-Liang Huang, Wei Li, Tianyu Wu, Jie Zou, Wei Xue, Sirui Han, Yike Guo:
Efficient Fine-Tuning of Large Models Via Nested Low-Rank Adaptation. ICCV 2025: 22252-22262 - [c6]Qiyuan Zhu, Lujun Li, Dezhi Li, Jiacheng Liu, Pengyu Cheng, Yucheng Xu, Sirui Han, Yike Guo:
Outlier-Aware Model Merging for Efficient Multitask Inference. ACM Multimedia 2025: 1032-1041 - [c5]Hanghui Guo, Weijie Shi, Mengze Li, Juncheng Li, Hao Chen, Yue Cui, Jiajie Xu, Jia Zhu, Jiawei Shen, Zhangze Chen, Sirui Han:
Consistent and Invariant Generalization Learning for Short-video Misinformation Detection. ACM Multimedia 2025: 2254-2263 - [c4]Boyuan Chen, Donghai Hong, Jiaming Ji, Jiacheng Zheng, Bowen Dong, Jiayi Zhou, Kaile Wang, Juntao Dai, Xuyao Wang, Wenqi Chen, Qirui Zheng, Wenxin Li, Sirui Han, Yike Guo, Yaodong Yang:
InterMT: Multi-Turn Interleaved Preference Alignment with Human Feedback. NeurIPS 2025 - [c3]Weijie Shi, Yue Cui, Yaguang Wu, Jingzhi Fang, Shibo Zhang, Mengze Li, Sirui Han, Jia Zhu, Jiajie Xu, Xiaofang Zhou:
Semantic-guided Diverse Decoding for Large Language Model. NeurIPS 2025 - [c2]Jiayi Zhou, Jiaming Ji, Boyuan Chen, Jiapeng Sun, Wenqi Chen, Donghai Hong, Sirui Han, Yike Guo, Yaodong Yang:
Generative RLHF-V: Learning Principles from Multi-modal Human Preference. NeurIPS 2025 - [i34]Haoran Li, Wenbin Hu, Huihao Jing, Yulin Chen, Qi Hu, Sirui Han, Tianshu Chu, Peizhao Hu, Yangqiu Song:
PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance. CoRR abs/2502.17041 (2025) - [i33]Pengcheng Wen, Jiaming Ji, Chi-Min Chan, Juntao Dai, Donghai Hong, Yaodong Yang, Sirui Han, Yike Guo:
ThinkPatterns-21k: A Systematic Study on the Impact of Thinking Patterns in LLMs. CoRR abs/2503.12918 (2025) - [i32]Jiaming Ji, Xinyu Chen, Rui Pan, Han Zhu, Conghui Zhang, Jiahao Li, Donghai Hong, Boyuan Chen, Jiayi Zhou, Kaile Wang, Juntao Dai, Chi-Min Chan, Sirui Han, Yike Guo, Yaodong Yang:
Safe RLHF-V: Safe Reinforcement Learning from Human Feedback in Multimodal Large Language Models. CoRR abs/2503.17682 (2025) - [i31]Weijie Shi, Chengyi Ju, Chengzhong Liu, Jiaming Ji, Jipeng Zhang, Ruiyuan Zhang, Jia Zhu, Jiajie Xu, Yaodong Yang, Sirui Han, Yike Guo:
Benchmarking Multi-National Value Alignment for Large Language Models. CoRR abs/2504.12911 (2025) - [i30]Weijie Shi, Jipeng Zhang, Yaguang Wu, Jingzhi Fang, Ruiyuan Zhang, Jiajie Xu, Jia Zhu, Hao Chen, Yao Zhao, Sirui Han, Xiaofang Zhou:
DIDS: Domain Impact-aware Data Sampling for Large Language Model Training. CoRR abs/2504.13227 (2025) - [i29]Chuxue Cao, Zhenghao Zhu, Junqi Zhu, Guoying Lu, Siyu Peng, Juntao Dai, Weijie Shi, Sirui Han, Yike Guo:
Measuring Hong Kong Massive Multi-Task Language Understanding. CoRR abs/2505.02177 (2025) - [i28]Chi-Min Chan, Chunpu Xu, Jiaming Ji, Zhen Ye, Pengcheng Wen, Chunyang Jiang, Yaodong Yang, Wei Xue, Sirui Han, Yike Guo:
J1: Exploring Simple Test-Time Scaling for LLM-as-a-Judge. CoRR abs/2505.11875 (2025) - [i27]Wenbin Hu, Haoran Li, Huihao Jing, Qi Hu, Ziqian Zeng, Sirui Han, Heli Xu, Tianshu Chu, Peizhao Hu, Yangqiu Song:
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning. CoRR abs/2505.14585 (2025) - [i26]Jiayi Zhou, Jiaming Ji, Boyuan Chen, Jiapeng Sun, Wenqi Chen, Donghai Hong, Sirui Han, Yike Guo, Yaodong Yang:
Generative RLHF-V: Learning Principles from Multi-modal Human Preference. CoRR abs/2505.18531 (2025) - [i25]Jiaming Ji, Wenqi Chen, Kaile Wang, Donghai Hong, Sitong Fang, Boyuan Chen, Jiayi Zhou, Juntao Dai, Sirui Han, Yike Guo, Yaodong Yang:
Mitigating Deceptive Alignment via Self-Monitoring. CoRR abs/2505.18807 (2025) - [i24]Jiaming Ji, Sitong Fang, Wenjing Cao, Jiahao Li, Xuyao Wang, Juntao Dai, Chi-Min Chan, Sirui Han, Yike Guo, Yaodong Yang:
The Mirage of Multimodality: Where Truth is Tested and Honesty Unravels. CoRR abs/2505.20214 (2025) - [i23]Boyuan Chen, Donghai Hong, Jiaming Ji, Jiacheng Zheng, Bowen Dong, Jiayi Zhou, Kaile Wang, Juntao Dai, Xuyao Wang, Wenqi Chen, Qirui Zheng, Wenxin Li, Sirui Han, Yike Guo, Yaodong Yang:
InterMT: Multi-Turn Interleaved Preference Alignment with Human Feedback. CoRR abs/2505.23950 (2025) - [i22]Junyu Luo, Zhizhuo Kou, Liming Yang, Xiao Luo, Jinsheng Huang, Zhiping Xiao, Jingshu Peng, Chengzhong Liu, Jiaming Ji, Xuanzhe Liu, Sirui Han, Ming Zhang, Yike Guo:
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation. CoRR abs/2505.24714 (2025) - [i21]Yue Ma, Yulong Liu, Qiyuan Zhu, Ayden Yang, Kunyu Feng, Xinhua Zhang, Zhifeng Li, Sirui Han, Chenyang Qi, Qifeng Chen:
Follow-Your-Motion: Video Motion Transfer via Efficient Spatial-Temporal Decoupled Finetuning. CoRR abs/2506.05207 (2025) - [i20]Chuxue Cao, Han Zhu, Jiaming Ji, Qichao Sun, Zhenghao Zhu, Yinyu Wu, Juntao Dai, Yaodong Yang, Sirui Han, Yike Guo:
SafeLawBench: Towards Safe Alignment of Large Language Models. CoRR abs/2506.06636 (2025) - [i19]Weijie Shi, Han Zhu, Jiaming Ji, Mengze Li, Jipeng Zhang, Ruiyuan Zhang, Jia Zhu, Jiajie Xu, Sirui Han, Yike Guo:
LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning. CoRR abs/2506.07443 (2025) - [i18]Hao Gu, Lujun Li, Zheyu Wang, Bei Liu, Qiyuan Zhu, Sirui Han, Yike Guo:
BTC-LLM: Efficient Sub-1-Bit LLM Quantization via Learnable Transformation and Binary Codebook. CoRR abs/2506.12040 (2025) - [i17]Chuxue Cao, Mengze Li, Juntao Dai, Jinluan Yang, Zijian Zhao, Shengyu Zhang, Weijie Shi, Chengzhong Liu, Sirui Han, Yike Guo:
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving. CoRR abs/2506.17104 (2025) - [i16]Xiaowei Chi, Kuangzhi Ge, Jiaming Liu, Siyuan Zhou, Peidong Jia, Zichen He, Yuzhen Liu, Tingguang Li, Lei Han, Sirui Han, Shanghang Zhang, Yike Guo:
MinD: Unified Visual Imagination and Control via Hierarchical World Models. CoRR abs/2506.18897 (2025) - [i15]Lujun Li, Qiyuan Zhu, Jiacheng Wang, Wei Li, Hao Gu, Sirui Han, Yike Guo:
Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging. CoRR abs/2506.23266 (2025) - [i14]Parker Liu, Chenxin Li, Zhengxin Li, Yipeng Wu, Wuyang Li, Zhiqin Yang, Zhenyuan Zhang, Yunlong Lin, Sirui Han, Brandon Y. Feng:
IR3D-Bench: Evaluating Vision-Language Model Scene Understanding as Agentic Inverse Rendering. CoRR abs/2506.23329 (2025) - [i13]Weijie Shi, Yue Cui, Yaguang Wu, Jingzhi Fang, Shibo Zhang, Mengze Li, Sirui Han, Jia Zhu, Jiajie Xu, Xiaofang Zhou:
Semantic-guided Diverse Decoding for Large Language Model. CoRR abs/2506.23601 (2025) - [i12]Hanghui Guo, Weijie Shi, Mengze Li, Juncheng Li, Hao Chen, Yue Cui, Jiajie Xu, Jia Zhu, Jiawei Shen, Zhangze Chen, Sirui Han:
Consistent and Invariant Generalization Learning for Short-video Misinformation Detection. CoRR abs/2507.04061 (2025) - [i11]Sirui Han, Junqi Zhu, Ruiyuan Zhang, Yike Guo:
HKGAI-V1: Towards Regional Sovereign Large Language Model for Hong Kong. CoRR abs/2507.11502 (2025) - [i10]Jingqiao Xiu, Fangzhou Hong, Yicong Li, Mengze Li, Wentao Wang, Sirui Han, Liang Pan, Ziwei Liu:
EgoTwin: Dreaming Body and View in First Person. CoRR abs/2508.13013 (2025) - [i9]Hengyuan Zhang, Zhe Li, Xingqun Qi, Mengze Li, Muyi Sun, Man Zhang, Sirui Han:
DanceEditor: Towards Iterative Editable Music-driven Dance Generation with Open-Vocabulary Descriptions. CoRR abs/2508.17342 (2025) - [i8]Xiaowei Chi, Peidong Jia, Chun-Kai Fan, Xiaozhu Ju, Weishi Mi, Kevin Zhang, Zhiyuan Qin, Wanxin Tian, Kuangzhi Ge, Hao Li, Zezhong Qian, Anthony Chen, Qiang Zhou, Yueru Jia, Jiaming Liu, Yong Dai, Qingpo Wuwu, Chengyu Bai, Yu-Kai Wang, Ying Li, Lizhang Chen, Yong Bao, Zhiyuan Jiang, Jiacheng Zhu, Kai Tang, Ruichuan An, Yulin Luo, Qiuxuan Feng, Siyuan Zhou, Chi-Min Chan, Chengkai Hou, Wei Xue, Sirui Han, Yike Guo, Shanghang Zhang, Jian Tang:
WoW: Towards a World omniscient World model Through Embodied Interaction. CoRR abs/2509.22642 (2025) - [i7]Haoran Li, Yulin Chen, Jingru Zeng, Hao Peng, Huihao Jing, Wenbin Hu, Xi Yang, Ziqian Zeng, Sirui Han, Yangqiu Song:
GSPR: Aligning LLM Safeguards as Generalizable Safety Policy Reasoners. CoRR abs/2509.24418 (2025) - [i6]Kevin Zhang, Kuangzhi Ge, Xiaowei Chi, Renrui Zhang, Shaojun Shi, Zhen Dong, Sirui Han, Shanghang Zhang:
Can World Models Benefit VLMs for World Dynamics? CoRR abs/2510.00855 (2025) - [i5]Zezhong Qian, Xiaowei Chi, Yuming Li, Shizun Wang, Zhiyuan Qin, Xiaozhu Ju, Sirui Han, Shanghang Zhang:
WristWorld: Generating Wrist-Views via 4D World Models for Robotic Manipulation. CoRR abs/2510.07313 (2025) - [i4]Han Zhu, Juntao Dai, Jiaming Ji, Haoran Li, Chengkun Cai, Pengcheng Wen, Chi-Min Chan, Boyuan Chen, Yaodong Yang, Sirui Han, Yike Guo:
SafeMT: Multi-turn Safety for Multimodal Language Models. CoRR abs/2510.12133 (2025) - [i3]Yakun Cui, Fushuo Huo, Weijie Shi, Juntao Dai, Hang Du, Zhenghao Zhu, Sirui Han, Yike Guo:
Perception, Understanding and Reasoning, A Multimodal Benchmark for Video Fake News Detection. CoRR abs/2510.24816 (2025) - [i2]Zhenghao Zhu, Yuanfeng Song, Xin Chen, Chengzhong Liu, Yakun Cui, Caleb Chen Cao, Sirui Han, Yike Guo:
InsightEval: An Expert-Curated Benchmark for Assessing Insight Discovery in LLM-Driven Data Agents. CoRR abs/2511.22884 (2025) - [i1]Zhenghao Zhu, Chuxue Cao, Sirui Han, Yuanfeng Song, Xing Chen, Caleb Chen Cao, Yike Guo:
MedInsightBench: Evaluating Medical Analytics Agents Through Multi-Step Insight Discovery in Multimodal Medical Data. CoRR abs/2512.13297 (2025) - 2023
- [c1]Sirui Han, Haitian Lu, Hao Wu, Fei-Fei Ye:
Extracting Scenarios from Autonomous-Vehicle-Involved Crashes. ISKE 2023: 620-628
Coauthor Index
[j1] [c41] [c39] [c38] [c36] [c35] [c34] [c33] [c32] [c31] [c29] [c28] [c27] [c26] [c24] [c23] [i62] [i60] [i59] [i58] [i57] [i56] [i55] [i54] [i53] [i49] [i47] [i46] [i45] [i43] [i41] [i39] [i38] [i37] [c22] [c21] [c19] [c17] [c16] [c15] [c14] [c11] [c10] [c9] [c7] [c6] [c4] [c2] [i33] [i32] [i31] [i29] [i28] [i26] [i25] [i24] [i23] [i22] [i20] [i19] [i18] [i17] [i16] [i15] [i11] [i8] [i4] [i3] [i2] [i1]
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