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ORCIDLinli Xu 0002
Person information
- affiliation: University of Science and Technology of China (USTC), State Key Laboratory of Cognitive Intelligence, China
Other persons with the same name
- Linli Xu — disambiguation page
- Linli Xu 0001
![[0000-0001-6004-4425]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-6004-4425")
— Dalian University of Technology, School of Mechanical Engineering, China - Linli Xu 0003 — University of Minnesota, Carlson School of Management, Minneapolis, MN, USA
- Linli Xu 0004 — Jiangsu Ocean University, School of Science, Lianyun, China (and 1 more)
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2020 – today
- 2026
[c58]Chaohu Liu, Haoyu Cao, YongXiang Hua, Linli Xu:
Multimodal Table Understanding with Difficulty-aware Reinforcement Learning. AAAI 2026: 755-763- [c57]Fang Zhang, Anqi Gou, Linli Xu:
ExpV2S: Zero-Shot Expressive Video-to-Speech Synthesis via Latent Diffusion Model. ICMR 2026: 855-864 - [c56]Jianting Tang, Dongshuai Li, Tao Wen, Fuyu Lv, Dan Ou, Linli Xu:
Large Reasoning Embedding Models: Towards Next-Generation Dense Retrieval Paradigm. WWW 2026: 8115-8126 - [i34]Xiaokun Sun, Yubo Wang, Haoyu Cao, Linli Xu:
When Thinking Hurts: Mitigating Visual Forgetting in Video Reasoning via Frame Repetition. CoRR abs/2603.16256 (2026) - [i33]Shida Wang, YongXiang Hua, Zhou Tao, Haoyu Cao, Linli Xu:
Dynamic Token Compression for Efficient Video Understanding through Reinforcement Learning. CoRR abs/2603.26365 (2026) - 2025
- [j5]Yifei Cheng, Li Shen, Linli Xu, Xun Qian, Shiwei Wu, Yiming Zhou, Tie Zhang, Dacheng Tao, Enhong Chen:
Communication-efficient distributed learning with Local Immediate Error Compensation. Neural Networks 188: 107471 (2025) - [j4]Yiming Zhou, Yifei Cheng, Linli Xu, Enhong Chen:
Adaptive Weighting Push-SUM for Decentralized Optimization With Statistical Diversity. IEEE Trans. Control. Netw. Syst. 12(3): 2337-2349 (2025) - [c55]Mu You, Fang Zhang, Shuai Zhang, Linli Xu:
S²MILE: Semantic-and-Structure-Aware Music-Driven Lyric Generation. AAAI 2025: 22208-22217 - [c54]Zihao Wu, YongXiang Hua, Yongxin Zhu, Fang Zhang, Linli Xu:
Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework. ACL (Findings) 2025: 3294-3306 - [c53]Jianting Tang, Yubo Wang, Haoyu Cao, Linli Xu:
BASIC: Boosting Visual Alignment with Intrinsic Refined Embeddings in Multimodal Large Language Models. ICCV 2025: 20582-20592 - [c52]Yubo Wang, Jianting Tang, Chaohu Liu, Linli Xu:
Tracking the Copyright of Large Vision-Language Models through Parameter Learning Adversarial Images. ICLR 2025 - [c51]Wentao Zhang, Junliang Guo, Tianyu He, Li Zhao, Linli Xu, Jiang Bian:
Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators. ICLR 2025 - [c50]Jianting Tang, Yubo Wang, Haoyu Cao, Linli Xu:
CROP: Integrating Topological and Spatial Structures via Cross-View Prefixes for Molecular LLMs. ACM Multimedia 2025: 2516-2525 - [c49]YongXiang Hua, Haoyu Cao, Zhou Tao, Bocheng Li, Zihao Wu, Chaohu Liu, Linli Xu:
Input Domain Aware MoE: Decoupling Routing Decisions from Task Optimization in Mixture of Experts. ACM Multimedia 2025: 5110-5119 - [c48]Pengfei Luo, Jingbo Zhou, Tong Xu, Yuan Xia, Linli Xu, Enhong Chen:
ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning. WWW 2025: 1666-1682 - [i32]Yubo Wang, Jianting Tang, Chaohu Liu, Linli Xu:
Tracking the Copyright of Large Vision-Language Models through Parameter Learning Adversarial Images. CoRR abs/2502.16593 (2025) - [i31]Pengfei Luo, Jingbo Zhou, Tong Xu, Yuan Xia, Linli Xu, Enhong Chen:
ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning. CoRR abs/2503.10166 (2025) - [i30]Jianting Tang, Yubo Wang, Haoyu Cao, Linli Xu:
BASIC: Boosting Visual Alignment with Intrinsic Refined Embeddings in Multimodal Large Language Models. CoRR abs/2508.06895 (2025) - [i29]Jianting Tang, Yubo Wang, Haoyu Cao, Linli Xu:
CROP: Integrating Topological and Spatial Structures via Cross-View Prefixes for Molecular LLMs. CoRR abs/2508.06917 (2025) - [i28]Jianting Tang, Dongshuai Li, Tao Wen, Fuyu Lv, Dan Ou, Linli Xu:
Large Reasoning Embedding Models: Towards Next-Generation Dense Retrieval Paradigm. CoRR abs/2510.14321 (2025) - [i27]YongXiang Hua, Haoyu Cao, Zhou Tao, Bocheng Li, Zihao Wu, Chaohu Liu, Linli Xu:
Input Domain Aware MoE: Decoupling Routing Decisions from Task Optimization in Mixture of Experts. CoRR abs/2510.16448 (2025) - [i26]Zhou Tao, Shida Wang, YongXiang Hua, Haoyu Cao, Linli Xu:
DiG: Differential Grounding for Enhancing Fine-Grained Perception in Multimodal Large Language Model. CoRR abs/2512.12633 (2025) - 2024
- [j3]Mao Zhang, Tie Zhang, Yifei Cheng, Changcun Bao, Haoyu Cao, Deqiang Jiang, Linli Xu:
Communication-efficient clustered federated learning via model distance. Mach. Learn. 113(6): 3869-3888 (2024) - [c47]Fang Zhang, Yongxin Zhu, Xiangxiang Wang, Huang Chen, Xing Sun, Linli Xu:
Visual Hallucination Elevates Speech Recognition. AAAI 2024: 19542-19550 - [c46]Yongxin Zhu, Dan Su, Liqiang He, Linli Xu, Dong Yu:
Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer. ACL (1) 2024: 1764-1775 - [c45]Haoqiu Yan, Yongxin Zhu, Kai Zheng, Bing Liu, Haoyu Cao, Deqiang Jiang, Linli Xu:
Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction. ACL (1) 2024: 15009-15022 - [c44]Bocheng Li, Zhujin Gao, Yongxin Zhu, Kun Yin, Haoyu Cao, Deqiang Jiang, Linli Xu:
Few-shot Temporal Pruning Accelerates Diffusion Models for Text Generation. LREC/COLING 2024: 7259-7269 - [c43]Chaohu Liu, Kun Yin, Haoyu Cao, Xinghua Jiang, Xin Li, Yinsong Liu, Deqiang Jiang, Xing Sun, Linli Xu:
HRVDA: High-Resolution Visual Document Assistant. CVPR 2024: 15534-15545 - [c42]Yukang Liang, Junliang Guo, Yongxin Zhu, Linli Xu:
Summarizing Like Human: Edit-Based Text Summarization with Keywords. ICANN (7) 2024: 333-351 - [c41]Yichao Du, Zhirui Zhang, Linan Yue, Xu Huang, Yuqing Zhang, Tong Xu, Linli Xu, Enhong Chen:
Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks. ICASSP 2024: 10001-10005 - [c40]Yubo Wang, Chaohu Liu, Yanqiu Qu, Haoyu Cao, Deqiang Jiang, Linli Xu:
Break the Visual Perception: Adversarial Attacks Targeting Encoded Visual Tokens of Large Vision-Language Models. ACM Multimedia 2024: 1072-1081 - [c39]Pengfei Luo, Tong Xu, Che Liu, Suojuan Zhang, Linli Xu, Minglei Li, Enhong Chen:
Bridging Gaps in Content and Knowledge for Multimodal Entity Linking. ACM Multimedia 2024: 9311-9320 - [c38]Zhujin Gao, Junliang Guo, Xu Tan, Yongxin Zhu, Fang Zhang, Jiang Bian, Linli Xu:
Empowering Diffusion Models on the Embedding Space for Text Generation. NAACL-HLT 2024: 4664-4683 - [c37]Yongxin Zhu, Bocheng Li, Hang Zhang, Xin Li, Linli Xu, Lidong Bing:
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective. NeurIPS 2024 - [i25]Yichao Du, Zhirui Zhang, Linan Yue, Xu Huang, Yuqing Zhang, Tong Xu, Linli Xu, Enhong Chen:
Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks. CoRR abs/2401.10070 (2024) - [i24]Yifei Cheng, Li Shen, Linli Xu, Xun Qian, Shiwei Wu, Yiming Zhou, Tie Zhang, Dacheng Tao, Enhong Chen:
Communication-Efficient Distributed Learning with Local Immediate Error Compensation. CoRR abs/2402.11857 (2024) - [i23]Chaohu Liu, Kun Yin, Haoyu Cao, Xinghua Jiang, Xin Li, Yinsong Liu, Deqiang Jiang, Xing Sun, Linli Xu:
HRVDA: High-Resolution Visual Document Assistant. CoRR abs/2404.06918 (2024) - [i22]Yongxin Zhu, Dan Su, Liqiang He, Linli Xu, Dong Yu:
Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer. CoRR abs/2406.00976 (2024) - [i21]Haoqiu Yan, Yongxin Zhu, Kai Zheng, Bing Liu, Haoyu Cao, Deqiang Jiang, Linli Xu:
Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction. CoRR abs/2406.12707 (2024) - [i20]Wentao Zhang, Junliang Guo, Tianyu He, Li Zhao, Linli Xu, Jiang Bian:
Video In-context Learning. CoRR abs/2407.07356 (2024) - [i19]Yubo Wang, Chaohu Liu, Yanqiu Qu, Haoyu Cao, Deqiang Jiang, Linli Xu:
Break the Visual Perception: Adversarial Attacks Targeting Encoded Visual Tokens of Large Vision-Language Models. CoRR abs/2410.06699 (2024) - [i18]Yongxin Zhu, Bocheng Li, Hang Zhang, Xin Li, Linli Xu, Lidong Bing:
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective. CoRR abs/2410.12490 (2024) - [i17]Yongxin Zhu, Bocheng Li, Yifei Xin, Linli Xu:
Addressing Representation Collapse in Vector Quantized Models with One Linear Layer. CoRR abs/2411.02038 (2024) - [i16]Yiming Zhou, Yifei Cheng, Linli Xu, Enhong Chen:
Adaptive Weighting Push-SUM for Decentralized Optimization with Statistical Diversity. CoRR abs/2412.07252 (2024) - 2023
- [c36]Yongxin Zhu, Zhen Liu, Yukang Liang, Xin Li, Hao Liu, Changcun Bao, Linli Xu:
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA. AAAI 2023: 11479-11487 - [c35]Mao Zhang, Yongxin Zhu, Zhen Liu, Zhimin Bao, Yunfei Wu, Xing Sun, Linli Xu:
Span-level Aspect-based Sentiment Analysis via Table Filling. ACL (1) 2023: 9273-9284 - [c34]Yongxin Zhu, Zhujin Gao, Xinyuan Zhou, Zhongyi Ye, Linli Xu:
DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation. EMNLP 2023: 11573-11583 - [c33]Pengfei Luo, Tong Xu, Shiwei Wu, Chen Zhu, Linli Xu, Enhong Chen:
Multi-Grained Multimodal Interaction Network for Entity Linking. KDD 2023: 1583-1594 - [c32]Mao Zhang, Sijie Teng, Linli Xu:
Cross and Self Attention Based Graph Convolutional Network for Aspect-Based Sentiment Analysis. NLPCC (2) 2023: 588-600 - [c31]Zhen Liu, Yongxin Zhu, Zhujin Gao, Xin Sheng, Linli Xu:
ItrievalKD: An Iterative Retrieval Framework Assisted with Knowledge Distillation for Noisy Text-to-Image Retrieval. PAKDD (3) 2023: 257-268 - [i15]Yongxin Zhu, Zhen Liu, Yukang Liang, Xin Li, Hao Liu, Changcun Bao, Linli Xu:
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA. CoRR abs/2304.01603 (2023) - [i14]Pengfei Luo, Tong Xu, Shiwei Wu, Chen Zhu, Linli Xu, Enhong Chen:
Multi-Grained Multimodal Interaction Network for Entity Linking. CoRR abs/2307.09721 (2023) - [i13]Yongxin Zhu, Zhujin Gao, Xinyuan Zhou, Zhongyi Ye, Linli Xu:
DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation. CoRR abs/2310.17570 (2023) - 2022
- [c30]Jiquan Li, Junliang Guo, Yongxin Zhu, Xin Sheng, Deqiang Jiang, Bo Ren, Linli Xu:
Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation. AAAI 2022: 10974-10982 - [c29]Xin Sheng, Linli Xu, Yinlong Xu, Changcun Bao, Huang Chen, Bo Ren:
CoCGAN: Contrastive Learning for Adversarial Category Text Generation. COLING 2022: 6403-6414 - [c28]Xin Sheng, Linli Xu, Yinlong Xu, Deqiang Jiang, Bo Ren:
Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net. NAACL-HLT (Findings) 2022: 2121-2132 - [i12]Jiquan Li, Junliang Guo, Yongxin Zhu, Xin Sheng, Deqiang Jiang, Bo Ren, Linli Xu:
Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation. CoRR abs/2205.10884 (2022) - [i11]Peining Zhang, Junliang Guo, Linli Xu, Mu You, Junming Yin:
Bridging Music and Text with Crowdsourced Music Comments: A Sequence-to-Sequence Framework for Thematic Music Comments Generation. CoRR abs/2209.01996 (2022) - [i10]Zhujin Gao, Junliang Guo, Xu Tan, Yongxin Zhu, Fang Zhang, Jiang Bian, Linli Xu:
Difformer: Empowering Diffusion Model on Embedding Space for Text Generation. CoRR abs/2212.09412 (2022) - 2021
- [j2]Junliang Guo, Zhirui Zhang, Linli Xu, Boxing Chen, Enhong Chen:
Adaptive Adapters: An Efficient Way to Incorporate BERT Into Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 29: 1740-1751 (2021) - [c27]Shuheng Shen, Yifei Cheng, Jingchang Liu, Linli Xu:
STL-SGD: Speeding Up Local SGD with Stagewise Communication Period. AAAI 2021: 9576-9584 - [c26]Linli Xu, Sijie Teng, Ruoyu Zhao, Junliang Guo, Chi Xiao, Deqiang Jiang, Bo Ren:
Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations. EMNLP (1) 2021: 2459-2468 - [i9]Junliang Guo, Zhirui Zhang, Linlin Zhang, Linli Xu, Boxing Chen, Enhong Chen, Weihua Luo:
Towards Variable-Length Textual Adversarial Attacks. CoRR abs/2104.08139 (2021) - 2020
- [c25]Junliang Guo, Xu Tan, Linli Xu, Tao Qin, Enhong Chen, Tie-Yan Liu:
Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation. AAAI 2020: 7839-7846 - [c24]Xin Sheng, Linli Xu, Junliang Guo, Jingchang Liu, Ruoyu Zhao, Yinlong Xu:
IntroVNMT: An Introspective Model for Variational Neural Machine Translation. AAAI 2020: 8830-8837 - [c23]Junliang Guo, Linli Xu, Enhong Chen:
Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation. ACL 2020: 376-385 - [c22]Yuan Xint, Linli Xu, Junliang Guo, Jiquan Li, Xin Sheng, Yuanyuan Zhou:
Label Incorporated Graph Neural Networks for Text Classification. ICPR 2020: 8892-8898 - [c21]Junliang Guo, Zhirui Zhang, Linli Xu, Hao-Ran Wei, Boxing Chen, Enhong Chen:
Incorporating BERT into Parallel Sequence Decoding with Adapters. NeurIPS 2020 - [i8]Shuheng Shen, Yifei Cheng, Jingchang Liu, Linli Xu:
STL-SGD: Speeding Up Local SGD with Stagewise Communication Period. CoRR abs/2006.06377 (2020) - [i7]Junliang Guo, Zhirui Zhang, Linli Xu, Hao-Ran Wei, Boxing Chen, Enhong Chen:
Incorporating BERT into Parallel Sequence Decoding with Adapters. CoRR abs/2010.06138 (2020)
2010 – 2019
- 2019
- [c20]Jingchang Liu, Linli Xu, Junliang Guo, Xin Sheng:
Adaptive Proximal Average Based Variance Reducing Stochastic Methods for Optimization with Composite Regularization. AAAI 2019: 1552-1559 - [c19]Junliang Guo, Xu Tan, Di He, Tao Qin, Linli Xu, Tie-Yan Liu:
Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input. AAAI 2019: 3723-3730 - [c18]Junliang Guo, Linli Xu, Jingchang Liu:
SPINE: Structural Identity Preserved Inductive Network Embedding. IJCAI 2019: 2399-2405 - [c17]Shuheng Shen, Linli Xu, Jingchang Liu, Xianfeng Liang, Yifei Cheng:
Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent. IJCAI 2019: 4582-4589 - [i6]Shuheng Shen, Linli Xu, Jingchang Liu, Xianfeng Liang, Yifei Cheng:
Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent. CoRR abs/1906.12043 (2019) - [i5]Junliang Guo, Xu Tan, Linli Xu, Tao Qin, Enhong Chen, Tie-Yan Liu:
Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation. CoRR abs/1911.08717 (2019) - 2018
- [c16]Junliang Guo, Linli Xu, Xunpeng Huang, Enhong Chen:
Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective. DASFAA (1) 2018: 3-19 - [c15]Xiaoying Ren, Linli Xu, Tianxiang Zhao, Chen Zhu, Junliang Guo, Enhong Chen:
Tracking and Forecasting Dynamics in Crowdfunding: A Basis-Synthesis Approach. ICDM 2018: 1212-1217 - [i4]Junliang Guo, Linli Xu, Jingchang Chen:
SPINE: Structural Identity Preserved Inductive Network Embedding. CoRR abs/1802.03984 (2018) - [i3]Shuheng Shen, Linli Xu, Jingchang Liu, Junliang Guo, Qing Ling:
Asynchronous Stochastic Composition Optimization with Variance Reduction. CoRR abs/1811.06396 (2018) - [i2]Junliang Guo, Xu Tan, Di He, Tao Qin, Linli Xu, Tie-Yan Liu:
Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input. CoRR abs/1812.09664 (2018) - 2017
- [i1]Junliang Guo, Linli Xu, Xunpeng Huang, Enhong Chen:
Generalized Neural Graph Embedding with Matrix Factorization. CoRR abs/1711.04094 (2017) - 2016
- [c14]Linli Xu, Zaiyi Chen, Qi Zhou, Enhong Chen, Nicholas Jing Yuan, Xing Xie:
Aligned Matrix Completion: Integrating Consistency and Independency in Multiple Domains. ICDM 2016: 529-538 - 2015
- [c13]Linli Xu, Aiqing Huang, Jianhui Chen, Enhong Chen:
Exploiting Task-Feature Co-Clusters in Multi-Task Learning. AAAI 2015: 1931-1937 - [c12]Linli Xu, Yitan Li, Yubo Wang, Enhong Chen:
Temporally Adaptive Restricted Boltzmann Machine for Background Modeling. AAAI 2015: 1938-1944 - [c11]Xiaowei Zhong, Linli Xu, Yitan Li, Zhiyuan Liu, Enhong Chen:
A Nonconvex Relaxation Approach for Rank Minimization Problems. AAAI 2015: 1980-1987 - [c10]Liyuan Liu, Linli Xu, Zhen Wang, Enhong Chen:
Community Detection Based on Structure and Content: A Content Propagation Perspective. ICDM 2015: 271-280 - [c9]Linli Xu, Qi Zhou, Aiqing Huang, Wenjun Ouyang, Enhong Chen:
Feature Selection with Integrated Relevance and Redundancy Optimization. ICDM 2015: 1063-1068 - [c8]Yitan Li, Linli Xu, Fei Tian, Liang Jiang, Xiaowei Zhong, Enhong Chen:
Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective. IJCAI 2015: 3650-3656 - [c7]Yingzi Wang, Nicholas Jing Yuan, Defu Lian, Linli Xu, Xing Xie, Enhong Chen, Yong Rui:
Regularity and Conformity: Location Prediction Using Heterogeneous Mobility Data. KDD 2015: 1275-1284 - [c6]Zaiyi Chen, Linli Xu, Enhong Chen, Biao Chang, Zhefeng Wang, Yitan Li:
Selecting Social Media Responses to News: A Convex Framework Based On Data Reconstruction. SDM 2015: 541-549 - 2014
- [c5]Aiqing Huang, Linli Xu, Yitan Li, Enhong Chen:
Robust Dynamic Trajectory Regression on Road Networks: A Multi-task Learning Framework. ICDM 2014: 857-862 - [c4]Linli Xu, Zhen Wang, Zefan Shen, Yubo Wang, Enhong Chen:
Learning Low-Rank Label Correlations for Multi-label Classification with Missing Labels. ICDM 2014: 1067-1072 - 2012
- [j1]Haiping Ma, Enhong Chen, Linli Xu, Hui Xiong:
Capturing correlations of multiple labels: A generative probabilistic model for multi-label learning. Neurocomputing 92: 116-123 (2012) - [c3]Le Wu, Enhong Chen, Qi Liu, Linli Xu, Tengfei Bao, Lei Zhang:
Leveraging tagging for neighborhood-aware probabilistic matrix factorization. CIKM 2012: 1854-1858 - [c2]Linli Xu, Bo Li, Enhong Chen:
Ensemble Pruning via Constrained Eigen-Optimization. ICDM 2012: 715-724 - [c1]Junyuan Xie, Linli Xu, Enhong Chen:
Image Denoising and Inpainting with Deep Neural Networks. NIPS 2012: 350-358
Coauthor Index
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