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Liang Zhang

50 papers at tracked venues · 32 at CORE A* · active 2024–2026

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Venues

ACL ×10EMNLP ×8NeurIPS ×7AAAI ×6MICCAI ×4ICLR ×2ICML ×2NAACL ×2SIGKDD ×2ACM MM ×1AISTATS ×1ECAI ×1ICDE ×1IROS ×1S&P ×1WSDM ×1

Frequent coauthors

Jinsong Su
×10
Qin Jin
×9
Niao He
×6
Zihao Yue
×5
Yidong Chen
×5
Biao Fu
×5
Bingcong Li
×5
Yichen Xu
×4
Wenxuan Wang
×4
Xin Yang
×4
Liangyu Chen
×3
Hui Li
×3

Papers

  1. ChartEditor: A Reinforcement Learning Framework for Robust Chart Editing
    AAAI 2026 ·
    Liangyu Chen
    ,
    Yichen Xu
    ,
    Jianzhe Ma
    ,
    Yuqi Liu
    ,
    Donglu Yang
    , Liang Zhang,
    Zihao Yue
    ,
    Wenxuan Wang
    ,
    Qin Jin
  2. Consistent Estimation of Numerical Distributions Under Local Differential Privacy by Wavelet Expansion
    S&P 2026 ·
    Puning Zhao
    ,
    Zhikun Zhang
    ,
    Bo Sun
    ,
    Li Shen
    , Liang Zhang,
    Shaowei Wang
    ,
    Zhe Liu
  3. FDC-Ground: Improving GRPO for GUI Grounding via Exponential Rewards and Fact-Aligned Pruning
    AAAI 2026 ·
    Xiangjian Zeng
    ,
    Wenjing Li
    ,
    Qingqiang Wu
    , Liang Zhang
  4. From Implicit to Explicit: Token-Efficient Logical Supervision for Mathematical Reasoning in LLMs
    ACL 2026 ·
    Shaojie Wang
    , Liang Zhang
  5. HCRE: LLM-based Hierarchical Classification for Cross-Document Relation Extraction with a Prediction-then-Verification Strategy
    ACL 2026 ·
    Guoqi Ma
    , Liang Zhang,
    Hongyao Tu
    ,
    Hao Fu
    ,
    Hui Li
    ,
    Yujie Lin
    ,
    Longyue Wang
    ,
    Weihua Luo
    ,
    Jinsong Su
  6. IMPACTNet: Unifying Auto-bidding in End-to-End Merged Auctions
    SIGKDD 2026 ·
    Yuhan Wang
    ,
    Yuchao Ma
    , Liang Zhang,
    Ziyuan Wang
    ,
    Zhiyuan Su
    ,
    Qi Qi
    ,
    Yafei Wang
    ,
    Xu Li
    ,
    Yuyao Liu
    ,
    Pengjie Wang
    ,
    Jian Xu
    ,
    Bo Zheng
  7. POLYCHARTQA: Benchmarking Large Vision-Language Models with Multilingual Chart Question Answering
    ACL 2026 ·
    Yichen Xu
    ,
    Liangyu Chen
    , Liang Zhang,
    Zihao Yue
    ,
    Jianzhe Ma
    ,
    Wenxuan Wang
    ,
    Qin Jin
  8. Promptus: Can Prompt Streaming Replace Video Streaming
    AAAI 2026 ·
    Jiangkai Wu
    ,
    Liming Liu
    ,
    Yunpeng Tan
    ,
    Junlin Hao
    , Liang Zhang,
    Xinggong Zhang
  9. SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache
    AAAI 2026 ·
    Qiuyu Zhu
    , Liang Zhang,
    Qianxiong Xu
    ,
    Cheng Long
    ,
    Jie Zhang
  10. A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection
    EMNLP 2025 ·
    Hui Li
    ,
    Ante Wang
    ,
    Kunquan Li
    ,
    Zhihao Wang
    , Liang Zhang,
    Delai Qiu
    ,
    Qingsong Liu
    ,
    Jinsong Su
  11. A Multi-Branch Framework for Cross-Domain Vessel Segmentation via the Few-Shot Paradigm
    MICCAI 2025 ·
    Zihang Huang
    ,
    Tianyu Zhao
    , Liang Zhang,
    Xin Yang
  12. A Self-Denoising Model for Robust Few-Shot Relation Extraction
    ACL 2025 · Liang Zhang,
    Yang Zhang
    ,
    Ziyao Lu
    ,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Jinsong Su
  13. Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss
    ACL 2025 · Liang Zhang,
    Ziyao Lu
    ,
    Fandong Meng
    ,
    Hui Li
    ,
    Jie Zhou
    ,
    Jinsong Su
  14. Beyond Last-Click: An Optimal Mechanism for Ad Attribution
    NeurIPS 2025 ·
    Nan An
    ,
    Weian Li
    ,
    Qi Qi
    ,
    Changyuan Yu
    , Liang Zhang
  15. ChartM3: Benchmarking Chart Editing with Multimodal Instructions
    ACM MM 2025 ·
    Donglu Yang
    , Liang Zhang,
    Zihao Yue
    ,
    Liangyu Chen
    ,
    Yichen Xu
    ,
    Wenxuan Wang
    ,
    Qin Jin
  16. Dynamic Feature Fusion for Sign Language Translation Using HyperNetworks
    NAACL 2025 ·
    Ruiquan Zhang
    ,
    Rui Zhao
    ,
    Zhicong Wu
    , Liang Zhang,
    Haoqi Zhang
    ,
    Yidong Chen
  17. Enhancing Interpretability in Deep Reinforcement Learning through Semantic Clustering
    NeurIPS 2025 · Liang Zhang,
    Justin Lieffers
    ,
    Adarsh Pyarelal
  18. Generative Human Trajectory Recovery via Embedding-Space Conditional Diffusion
    ICML 2025 ·
    Kaijun Liu
    ,
    Sijie Ruan
    , Liang Zhang,
    Cheng Long
    ,
    Shuliang Wang
    ,
    Liang Yu
  19. HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning
    WSDM 2025 ·
    Qiuyu Zhu
    , Liang Zhang,
    Qianxiong Xu
    ,
    Kaijun Liu
    ,
    Cheng Long
    ,
    Xiaoyang Wang
  20. How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark
    EMNLP 2025 ·
    Minglai Yang
    ,
    Ethan Huang
    , Liang Zhang,
    Mihai Surdeanu
    ,
    William Yang Wang
    ,
    Liangming Pan
  21. ISAC: Redefining the Vascular Segmentation Paradigm Through Mask Completion for Cross-Domain Generalization
    MICCAI 2025 ·
    Tianyu Zhao
    ,
    Zihang Huang
    ,
    Xixi Jiang
    , Liang Zhang,
    Xiaohuan Ding
    ,
    Xin Yang
  22. LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models
    EMNLP 2025 ·
    Hongyao Tu
    , Liang Zhang,
    Yujie Lin
    ,
    Xin Lin
    ,
    Haibo Zhang
    ,
    Long Zhang
    ,
    Jinsong Su
  23. LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline
    ACL 2025 ·
    Biao Fu
    ,
    Minpeng Liao
    ,
    Kai Fan
    ,
    Chengxi Li
    , Liang Zhang,
    Yidong Chen
    ,
    Xiaodong Shi
  24. Merging Mechanisms for Ads and Organic Items in E-commerce Platforms
    AAAI 2025 ·
    Nan An
    ,
    Weian Li
    ,
    Qi Qi
    , Liang Zhang
  25. Natural Humanoid Robot Locomotion with Generative Motion Prior
    IROS 2025 ·
    Haodong Zhang
    , Liang Zhang,
    Zhenghan Chen
    ,
    Lu Chen
    ,
    Yue Wang
    ,
    Rong Xiong
  26. On the Crucial Role of Initialization for Matrix Factorization
    ICLR 2025 ·
    Bingcong Li
    , Liang Zhang,
    Aryan Mokhtari
    ,
    Niao He
  27. Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models
    SIGKDD 2025 ·
    Siyuan Guo
    ,
    Huiwu Liu
    ,
    Xiaolong Chen
    ,
    Yuming Xie
    , Liang Zhang,
    Tao Han
    ,
    Hechang Chen
    ,
    Yi Chang
    ,
    Jun Wang
  28. PoLAR: Polar-Decomposed Low-Rank Adapter Representation
    NeurIPS 2025 ·
    Kai Lion
    , Liang Zhang,
    Bingcong Li
    ,
    Niao He
  29. SR-SAM: Subspace Regularization for Domain Generalization of Segment Anything Model
    MICCAI 2025 ·
    Xixi Jiang
    ,
    Chen Yang
    , Liang Zhang,
    Tim Kwang-Ting Cheng
    ,
    Xin Yang
  30. TemSAM: Temporal-Aware Segment Anything Model for Cerebrovascular Segmentation in Digital Subtraction Angiography Sequences
    MICCAI 2025 · Liang Zhang,
    Xixi Jiang
    ,
    Xiaohuan Ding
    ,
    Zihang Huang
    ,
    Tianyu Zhao
    ,
    Xin Yang
  31. Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding
    NeurIPS 2025 ·
    Ye Wang
    ,
    Ziheng Wang
    ,
    Boshen Xu
    ,
    Yang Du
    ,
    Kejun Lin
    ,
    Zihan Xiao
    ,
    Zihao Yue
    ,
    Jianzhong Ju
    , Liang Zhang,
    Dingyi Yang
    ,
    Xiangnan Fang
    ,
    Zewen He
    ,
    Zhenbo Luo
    ,
    Wenxuan Wang
    ,
    Junqi Lin
    ,
    Jian Luan
    ,
    Qin Jin
  32. Unilaw-R1: A Large Language Model for Legal Reasoning with Reinforcement Learning and Iterative Inference
    EMNLP 2025 ·
    Hua Cai
    ,
    Shuang Zhao
    , Liang Zhang,
    Xuli Shen
    ,
    Qing Xu
    ,
    Weilin Shen
    ,
    Zihao Wen
    ,
    Tianke Ban
  33. Venus-MAXWELL: Efficient Learning of Protein-Mutation Stability Landscapes using Protein Language Models
    NeurIPS 2025 ·
    Yuanxi Yu
    ,
    Fan Jiang
    ,
    Xinzhu Ma
    , Liang Zhang,
    Bozitao Zhong
    ,
    Wanli Ouyang
    ,
    Guisheng Fan
    ,
    Huiqun Yu
    ,
    Liang Hong
    ,
    Mingchen Li
  34. Zeroth-Order Optimization Finds Flat Minima
    NeurIPS 2025 · Liang Zhang,
    Bingcong Li
    ,
    Kiran Koshy Thekumparampil
    ,
    Sewoong Oh
    ,
    Michael Muehlebach
    ,
    Niao He
  35. mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding
    ACL 2025 ·
    Anwen Hu
    ,
    Haiyang Xu
    , Liang Zhang,
    Jiabo Ye
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Qin Jin
    ,
    Fei Huang
    ,
    Jingren Zhou
  36. CLIMBER: Pivot-Based Approximate Similarity Search Over Big Data Series
    ICDE 2024 · Liang Zhang,
    Mohamed Y. Eltabakh
    ,
    Elke A. Rundensteiner
    ,
    Khalid Alnuaim
  37. Causality-Inspired Spatial-Temporal Explanations for Dynamic Graph Neural Networks
    ICLR 2024 ·
    Kesen Zhao
    , Liang Zhang
  38. Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment
    AAAI 2024 ·
    Rui Zhao
    , Liang Zhang,
    Biao Fu
    ,
    Cong Hu
    ,
    Jinsong Su
    ,
    Yidong Chen
  39. DPZero: Private Fine-Tuning of Language Models without Backpropagation
    ICML 2024 · Liang Zhang,
    Bingcong Li
    ,
    Kiran Koshy Thekumparampil
    ,
    Sewoong Oh
    ,
    Niao He
  40. Generalization Bounds of Nonconvex-(Strongly)-Concave Stochastic Minimax Optimization
    AISTATS 2024 ·
    Siqi Zhang
    ,
    Yifan Hu
    , Liang Zhang,
    Niao He
  41. Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems
    NeurIPS 2024 ·
    Bingcong Li
    , Liang Zhang,
    Niao He
  42. Improving Non-Autoregressive Sign Language Translation with Random Ordering Progressive Prediction Pretraining
    ECAI 2024 ·
    Pei Yu
    ,
    Changhao Lai
    ,
    Cong Hu
    ,
    Shan Liu
    , Liang Zhang,
    Biao Fu
    ,
    Yidong Chen
  43. Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective
    ACL 2024 ·
    Zihao Yue
    , Liang Zhang,
    Qin Jin
  44. Multi-Level Cross-Modal Alignment for Speech Relation Extraction
    EMNLP 2024 · Liang Zhang,
    Zhen Yang
    ,
    Biao Fu
    ,
    Ziyao Lu
    ,
    Liangying Shao
    ,
    Shiyu Liu
    ,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Xiaoli Wang
    ,
    Jinsong Su
  45. One2Set + Large Language Model: Best Partners for Keyphrase Generation
    EMNLP 2024 ·
    Liangying Shao
    , Liang Zhang,
    Minlong Peng
    ,
    Guoqi Ma
    ,
    Hao Yue
    ,
    Mingming Sun
    ,
    Jinsong Su
  46. Respond in my Language: Mitigating Language Inconsistency in Response Generation based on Large Language Models
    ACL 2024 · Liang Zhang,
    Qin Jin
    ,
    Haoyang Huang
    ,
    Dongdong Zhang
    ,
    Furu Wei
  47. Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation
    NAACL 2024 ·
    Honghaofu Honghaofu
    , Liang Zhang,
    Biao Fu
    ,
    Rui Zhao
    ,
    Jinsong Su
    ,
    Xiaodong Shi
    ,
    Yidong Chen
  48. TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging
    EMNLP 2024 · Liang Zhang,
    Anwen Hu
    ,
    Haiyang Xu
    ,
    Ming Yan
    ,
    Yichen Xu
    ,
    Qin Jin
    ,
    Ji Zhang
    ,
    Fei Huang
  49. Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing
    ACL 2024 ·
    Hao Yue
    ,
    Shaopeng Lai
    ,
    Chengyi Yang
    , Liang Zhang,
    Junfeng Yao
    ,
    Jinsong Su
  50. mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding
    EMNLP 2024 ·
    Anwen Hu
    ,
    Haiyang Xu
    ,
    Jiabo Ye
    ,
    Ming Yan
    , Liang Zhang,
    Bo Zhang
    ,
    Ji Zhang
    ,
    Qin Jin
    ,
    Fei Huang
    ,
    Jingren Zhou