PPaperPicks

Liang Wang

Chinese Academy of Sciences, Institute of Automation, Center for Research on Intelligent Perception and Computing, Beijing, China

61 papers at tracked venues · 48 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5224-8647 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×12ACL ×9AAAI ×5EMNLP ×5ACM MM ×4ICLR ×4WWW ×4CVPR ×3ECCV ×2ICCV ×2ICML ×2MICCAI ×2SIGKDD ×2CIKM ×1ECAI ×1ICDE ×1IJCAI ×1SDM ×1

Frequent coauthors

Qiang Liu
×25
Shu Wu
×21
Yan Huang
×10
Zhang Zhang
×7
Tieniu Tan
×6
Xiangxin Zhou
×6
Yifan Zhang
×5
Zilei Wang
×4
Chaoyou Fu
×4
Rong Jin
×4
Guojie Song
×4
Bo Zheng
×4

Papers

  1. EC-RAG: Towards Efficient Edge-Cloud Retrieval-Augmented Generation Systems
    ICDE 2026 · Liang Wang,
    Kai Wang
    ,
    Ranjun Jia
    ,
    Kai Lu
    ,
    Jiguang Wan
    ,
    Hao Huo
    ,
    Yulong Zhai
    ,
    Zhiyuan Liang
    ,
    Di Wang
  2. From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning
    ACL 2026 ·
    Jiajun Zhang
    ,
    Zeyu Cui
    ,
    Jiaxi Yang
    ,
    Lei Zhang
    ,
    Yuheng Jing
    ,
    Zeyao Ma
    ,
    Tianyi Bai
    ,
    Zilei Wang
    ,
    Qiang Liu
    , Liang Wang,
    Binyuan Hui
    ,
    Junyang Lin
  3. Gait Transformer: End-to-End Transformer Backbone for Gait Recognition
    AAAI 2026 ·
    Saihui Hou
    ,
    Wenpeng Lang
    ,
    Jilong Wang
    ,
    Yan Huang
    , Liang Wang,
    Yongzhen Huang
  4. Scaling Law for Multimodal Large Language Model Supervised Fine-Tuning
    ACL 2026 ·
    Yifan Zhang
    ,
    Tao Yu
    ,
    Feng Li
    ,
    Chaoyou Fu
    ,
    Yibo Hu
    ,
    Kun Wang
    ,
    Qingsong Wen
    ,
    Zhang Zhang
    , Liang Wang,
    Rong Jin
  5. What Should I Cite? A RAG Benchmark for Academic Citation Prediction
    WWW 2026 ·
    Leqi Zheng
    ,
    Jiajun Zhang
    ,
    Canzhi Chen
    ,
    Chaokun Wang
    ,
    Hongwei Li
    ,
    Yuying Li
    ,
    Yaoxin Mao
    ,
    Shannan Yan
    ,
    Zixin Song
    ,
    Zhiyuan Feng
    ,
    Zhaolu Kang
    ,
    Zirong Chen
    ,
    Hang Zhang
    ,
    Qiang Liu
    , Liang Wang,
    Ziyang Liu
  6. AeroDuo: Aerial Duo for UAV-based Vision and Language Navigation
    ACM MM 2025 ·
    Ruipu Wu
    ,
    Yige Zhang
    ,
    Jinyu Chen
    ,
    Linjiang Huang
    ,
    Shifeng Zhang
    ,
    Xu Zhou
    , Liang Wang,
    Si Liu
  7. Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models
    EMNLP 2025 ·
    Qiang Liu
    ,
    Xinlong Chen
    ,
    Yue Ding
    ,
    Bowen Song
    ,
    Weiqiang Wang
    ,
    Shu Wu
    , Liang Wang
  8. AuroRA: Breaking Low-Rank Bottleneck of LoRA with Nonlinear Mapping
    NeurIPS 2025 ·
    Haonan Dong
    ,
    Wenhao Zhu
    ,
    Guojie Song
    , Liang Wang
  9. BridgeVLA: Input-Output Alignment for Efficient 3D Manipulation Learning with Vision-Language Models
    NeurIPS 2025 ·
    Peiyan Li
    ,
    Yixiang Chen
    ,
    Hongtao Wu
    ,
    Xiao Ma
    ,
    Xiangnan Wu
    ,
    Yan Huang
    , Liang Wang,
    Tao Kong
    ,
    Tieniu Tan
  10. Bridging Gait Recognition and Large Language Models Sequence Modeling
    CVPR 2025 ·
    Shaopeng Yang
    ,
    Jilong Wang
    ,
    Saihui Hou
    ,
    Xu Liu
    ,
    Chunshui Cao
    , Liang Wang,
    Yongzhen Huang
  11. DAA: Amplifying Unknown Discrepancy for Test-Time Discovery
    NeurIPS 2025 ·
    Tianle Liu
    ,
    Fan Lyu
    ,
    Chenggong Ni
    ,
    Zhang Zhang
    ,
    Fuyuan Hu
    , Liang Wang
  12. DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning Approach
    WWW 2025 ·
    Qin Chen
    , Liang Wang,
    Bo Zheng
    ,
    Guojie Song
  13. Debiasing Multimodal Large Language Models via Penalization of Language Priors
    ACM MM 2025 ·
    Yifan Zhang
    ,
    Yang Shi
    ,
    Weichen Yu
    ,
    Qingsong Wen
    ,
    Xue Wang
    ,
    Wenjing Yang
    ,
    Zhang Zhang
    , Liang Wang,
    Rong Jin
  14. Divide-Then-Align: Honest Alignment based on the Knowledge Boundary of RAG
    ACL 2025 ·
    Xin Sun
    ,
    Jianan Xie
    ,
    Zhongqi Chen
    ,
    Qiang Liu
    ,
    Shu Wu
    ,
    Yuehe Chen
    ,
    Bowen Song
    ,
    Zilei Wang
    ,
    Weiqiang Wang
    , Liang Wang
  15. EC-Flow: Enabling Versatile Robotic Manipulation from Action-Unlabeled Videos via Embodiment-Centric Flow
    ICCV 2025 ·
    Yixiang Chen
    ,
    Peiyan Li
    ,
    Yan Huang
    ,
    Jiabing Yang
    ,
    Kehan Chen
    , Liang Wang
  16. Frequency-Domain Multi-modal Fusion for Language-Guided Medical Image Segmentation
    MICCAI 2025 ·
    Bo Yu
    ,
    Jianhua Yang
    ,
    Zetao Du
    ,
    Yan Huang
    ,
    Chenglong Li
    , Liang Wang
  17. GOOD: Training-Free Guided Diffusion Sampling for Out-of-Distribution Detection
    NeurIPS 2025 ·
    Xin Gao
    ,
    Jiyao Liu
    ,
    Guanghao Li
    ,
    Yueming Lyu
    ,
    Jianxiong Gao
    ,
    Weichen Yu
    ,
    Ningsheng Xu
    , Liang Wang,
    Caifeng Shan
    ,
    Ziwei Liu
    ,
    Chenyang Si
  18. GenPilot: A Multi-Agent System for Test-Time Prompt Optimization in Image Generation
    EMNLP 2025 ·
    Wen Ye
    ,
    Zhaocheng Liu
    ,
    Yuwei Gui
    ,
    Tingyu Yuan
    ,
    Yunyue Su
    ,
    Bowen Fang
    ,
    Chaoyang Zhao
    ,
    Qiang Liu
    , Liang Wang
  19. Integrating Protein Dynamics into Structure-Based Drug Design via Full-Atom Stochastic Flows
    ICLR 2025 ·
    Xiangxin Zhou
    ,
    Yi Xiao
    ,
    Haowei Lin
    ,
    Xinheng He
    ,
    Jiaqi Guan
    ,
    Yang Wang
    ,
    Qiang Liu
    ,
    Feng Zhou
    , Liang Wang,
    Jianzhu Ma
  20. KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing
    EMNLP 2025 ·
    Mengqi Zhang
    ,
    Bowen Fang
    ,
    Qiang Liu
    ,
    Xiaotian Ye
    ,
    Shu Wu
    ,
    Pengjie Ren
    ,
    Zhumin Chen
    , Liang Wang
  21. Learning Fine-Grained Alignment for Aerial Vision-Dialog Navigation
    AAAI 2025 ·
    Yifei Su
    ,
    Dong An
    ,
    Kehan Chen
    ,
    Weichen Yu
    ,
    Baiyang Ning
    ,
    Yonggen Ling
    ,
    Yan Huang
    , Liang Wang
  22. Learning against Non-credible Second-Price Auctions
    WWW 2025 ·
    Qian Wang
    ,
    Xuanzhi Xia
    ,
    Zongjun Yang
    ,
    Xiaotie Deng
    ,
    Yuqing Kong
    ,
    Zhilin Zhang
    , Liang Wang,
    Chuan Yu
    ,
    Jian Xu
    ,
    Bo Zheng
  23. MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
    ICML 2025 ·
    Yifan Zhang
    ,
    Tao Yu
    ,
    Haochen Tian
    ,
    Chaoyou Fu
    ,
    Peiyan Li
    ,
    Jianshu Zeng
    ,
    Wulin Xie
    ,
    Yang Shi
    ,
    Huanyu Zhang
    ,
    Junkang Wu
    ,
    Xue Wang
    ,
    Yibo Hu
    ,
    Bin Wen
    ,
    Tingting Gao
    ,
    Zhang Zhang
    ,
    Fan Yang
    ,
    Di Zhang
    , Liang Wang,
    Rong Jin
  24. MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?
    ICLR 2025 ·
    Yifan Zhang
    ,
    Huanyu Zhang
    ,
    Haochen Tian
    ,
    Chaoyou Fu
    ,
    Shuangqing Zhang
    ,
    Junfei Wu
    ,
    Feng Li
    ,
    Kun Wang
    ,
    Qingsong Wen
    ,
    Zhang Zhang
    , Liang Wang,
    Rong Jin
  25. MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios
    NeurIPS 2025 ·
    Yang Shi
    ,
    Huanqian Wang
    ,
    Wulin Xie
    ,
    Huanyao Zhang
    ,
    Lijie Zhao
    ,
    Yifan Zhang
    ,
    Xinfeng Li
    ,
    Chaoyou Fu
    ,
    Zhuoer Wen
    ,
    Wenting Liu
    ,
    Zhuoran Zhang
    ,
    Xinlong Chen
    ,
    Bohan Zeng
    ,
    Sihan Yang
    ,
    Yushuo Guan
    ,
    Zhang Zhang
    , Liang Wang,
    Haoxuan Li
    ,
    Zhouchen Lin
    ,
    Yuanxing Zhang
    ,
    Pengfei Wan
    ,
    Haotian Wang
    ,
    Wenjing Yang
  26. MolSpectra: Pre-training 3D Molecular Representation with Multi-modal Energy Spectra
    ICLR 2025 ·
    Liang Wang
    ,
    Shaozhen Liu
    ,
    Yu Rong
    ,
    Deli Zhao
    ,
    Qiang Liu
    ,
    Shu Wu
    , Liang Wang
  27. OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use
    ACL 2025 ·
    Xueyu Hu
    ,
    Tao Xiong
    ,
    Biao Yi
    ,
    Zishu Wei
    ,
    Ruixuan Xiao
    ,
    Yurun Chen
    ,
    Jiasheng Ye
    ,
    Meiling Tao
    ,
    Xiangxin Zhou
    ,
    Ziyu Zhao
    ,
    Yuhuai Li
    ,
    Shengze Xu
    ,
    Shenzhi Wang
    ,
    Xinchen Xu
    ,
    Shuofei Qiao
    ,
    Zhaokai Wang
    ,
    Kun Kuang
    ,
    Tieyong Zeng
    , Liang Wang,
    Jiwei Li
    ,
    Yuchen Eleanor Jiang
    ,
    Wangchunshu Zhou
    ,
    Guoyin Wang
    ,
    Keting Yin
    ,
    Zhou Zhao
    ,
    Hongxia Yang
    ,
    Fan Wu
    ,
    Shengyu Zhang
    ,
    Fei Wu
  28. Personalized Text Generation with Contrastive Activation Steering
    ACL 2025 ·
    Jinghao Zhang
    ,
    Yuting Liu
    ,
    Wenjie Wang
    ,
    Qiang Liu
    ,
    Shu Wu
    , Liang Wang,
    Tat-Seng Chua
  29. Player-Centric Multimodal Prompt Generation for Large Language Model Based Identity-Aware Basketball Video Captioning
    ICCV 2025 ·
    Zeyu Xi
    ,
    Haoying Sun
    ,
    Yaofei Wu
    ,
    Junchi Yan
    ,
    Haoran Zhang
    ,
    Lifang Wu
    , Liang Wang,
    Changwen Chen
  30. QBasicVSR: Temporal Awareness Adaptation Quantization for Video Super-Resolution
    NeurIPS 2025 ·
    Zhenwei Zhang
    ,
    Fanhua Shang
    ,
    Hongying Liu
    , Liang Wang,
    Wei Feng
    ,
    Yanming Hui
  31. REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing
    EMNLP 2025 ·
    Haitian Zhong
    ,
    Yuhuan Liu
    ,
    Ziyang Xu
    ,
    Guofan Liu
    ,
    Qiang Liu
    ,
    Shu Wu
    ,
    Zhe Zhao
    , Liang Wang,
    Tieniu Tan
  32. Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing
    NeurIPS 2025 ·
    Junfei Wu
    ,
    Jian Guan
    ,
    Kaituo Feng
    ,
    Qiang Liu
    ,
    Shu Wu
    , Liang Wang,
    Wei Wu
    ,
    Tieniu Tan
  33. SHARP: Steering Hallucination in LVLMs via Representation Engineering
    EMNLP 2025 ·
    Junfei Wu
    ,
    Yue Ding
    ,
    Guofan Liu
    ,
    Tianze Xia
    ,
    Ziyue Huang
    ,
    Dianbo Sui
    ,
    Qiang Liu
    ,
    Shu Wu
    , Liang Wang,
    Tieniu Tan
  34. SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection
    ACL 2025 ·
    Mingqing Zhang
    ,
    Qiang Liu
    ,
    Xiang Tao
    ,
    Shu Wu
    , Liang Wang
  35. SPENet: Self-guided Prototype Enhancement Network for Few-Shot Medical Image Segmentation
    MICCAI 2025 ·
    Chao Fan
    ,
    Xibin Jia
    ,
    Anqi Xiao
    ,
    Hongyuan Yu
    ,
    Zhenghan Yang
    ,
    Dawei Yang
    ,
    Hui Xu
    ,
    Yan Huang
    , Liang Wang
  36. VicKAM: Visual Conceptual Knowledge Guided Action Map for Weakly Supervised Group Activity Recognition
    ACM MM 2025 ·
    Zhuming Wang
    ,
    Yihao Zheng
    ,
    Jiarui Li
    ,
    Yaofei Wu
    ,
    Yan Huang
    ,
    Zun Li
    ,
    Lifang Wu
    , Liang Wang
  37. An Efficient Local Search Algorithm for Large GD Advertising Inventory Allocation with Multilinear Constraints
    SIGKDD 2024 ·
    Xiang He
    ,
    Wuyang Mao
    ,
    Zhenghang Xu
    ,
    Yuanzhe Gu
    ,
    Yundu Huang
    ,
    Zhonglin Zu
    , Liang Wang,
    Mengyu Zhao
    ,
    Mengchuan Zou
  38. AnchorGT: Efficient and Flexible Attention Architecture for Scalable Graph Transformers
    IJCAI 2024 ·
    Wenhao Zhu
    ,
    Guojie Song
    , Liang Wang,
    Shaoguo Liu
  39. Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization
    NeurIPS 2024 ·
    Xiangxin Zhou
    ,
    Dongyu Xue
    ,
    Ruizhe Chen
    ,
    Zaixiang Zheng
    , Liang Wang,
    Quanquan Gu
  40. Attribute-Guided Pedestrian Retrieval: Bridging Person Re-ID with Internal Attribute Variability
    CVPR 2024 ·
    Yan Huang
    ,
    Zhang Zhang
    ,
    Qiang Wu
    ,
    Yi Zhong
    , Liang Wang
  41. Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization
    NeurIPS 2024 ·
    Dingshuo Chen
    ,
    Zhixun Li
    ,
    Yuyan Ni
    ,
    Guibin Zhang
    ,
    Ding Wang
    ,
    Qiang Liu
    ,
    Shu Wu
    ,
    Jeffrey Xu Yu
    , Liang Wang
  42. CAMLO: Cross-Attentive Multi-View Network for Long-Term Origin-Destination Flow Prediction
    SDM 2024 · Liang Wang,
    Hao Fu
    ,
    Shu Wu
    ,
    Qiang Liu
    ,
    Xuelei Tan
    ,
    Fangsheng Huang
    ,
    Mengdi Zhang
    ,
    Wei Wu
  43. DIVE: Subgraph Disagreement for Graph Out-of-Distribution Generalization
    SIGKDD 2024 ·
    Xin Sun
    ,
    Liang Wang
    ,
    Qiang Liu
    ,
    Shu Wu
    ,
    Zilei Wang
    , Liang Wang
  44. DecompOpt: Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization
    ICLR 2024 ·
    Xiangxin Zhou
    ,
    Xiwei Cheng
    ,
    Yuwei Yang
    ,
    Yu Bao
    , Liang Wang,
    Quanquan Gu
  45. EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification
    ACL 2024 ·
    Huanhuan Ma
    ,
    Weizhi Xu
    ,
    Yifan Wei
    ,
    Liuji Chen
    , Liang Wang,
    Qiang Liu
    ,
    Shu Wu
  46. Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor
    NeurIPS 2024 ·
    Keji He
    ,
    Kehan Chen
    ,
    Jiawang Bai
    ,
    Yan Huang
    ,
    Qi Wu
    ,
    Shu-Tao Xia
    , Liang Wang
  47. Evolving to the Future: Unseen Event Adaptive Fake News Detection on Social Media
    CIKM 2024 ·
    Jiajun Zhang
    ,
    Zhixun Li
    ,
    Qiang Liu
    ,
    Shu Wu
    ,
    Zilei Wang
    , Liang Wang
  48. Free Lunch for Gait Recognition: A Novel Relation Descriptor
    ECCV 2024 ·
    Jilong Wang
    ,
    Saihui Hou
    ,
    Yan Huang
    ,
    Chunshui Cao
    ,
    Xu Liu
    ,
    Yongzhen Huang
    ,
    Tianzhu Zhang
    , Liang Wang
  49. Investigating Compositional Challenges in Vision-Language Models for Visual Grounding
    CVPR 2024 ·
    Yunan Zeng
    ,
    Yan Huang
    ,
    Jinjin Zhang
    ,
    Zequn Jie
    ,
    Zhenhua Chai
    , Liang Wang
  50. Laner-GNN: Adapting to Long-Tail Degree Distribution with Latent Neighborhood Restorers
    ECAI 2024 ·
    Lingjun Xu
    ,
    Haowen Li
    ,
    Guojie Song
    , Liang Wang,
    Bo Zheng
  51. Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models
    ACL 2024 ·
    Junfei Wu
    ,
    Qiang Liu
    ,
    Ding Wang
    ,
    Jinghao Zhang
    ,
    Shu Wu
    , Liang Wang,
    Tieniu Tan
  52. Modality-Balanced Learning for Multimedia Recommendation
    ACM MM 2024 ·
    Jinghao Zhang
    ,
    Guofan Liu
    ,
    Qiang Liu
    ,
    Shu Wu
    , Liang Wang
  53. Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization
    AAAI 2024 ·
    Liang Dai
    ,
    Kejie Lyu
    ,
    Chengcheng Zhang
    ,
    Guangming Zhao
    ,
    Zhonglin Zu
    , Liang Wang,
    Bo Zheng
  54. PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts
    ECCV 2024 ·
    Zewen Chen
    ,
    Haina Qin
    ,
    Juan Wang
    ,
    Chunfeng Yuan
    ,
    Bing Li
    ,
    Weiming Hu
    , Liang Wang
  55. Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design
    NeurIPS 2024 ·
    Xiangxin Zhou
    ,
    Jiaqi Guan
    ,
    Yijia Zhang
    ,
    Xingang Peng
    , Liang Wang,
    Jianzhu Ma
  56. Rethinking Graph Masked Autoencoders through Alignment and Uniformity
    AAAI 2024 · Liang Wang,
    Xiang Tao
    ,
    Qiang Liu
    ,
    Shu Wu
    ,
    Liang Wang
  57. Semantic Evolvement Enhanced Graph Autoencoder for Rumor Detection
    WWW 2024 ·
    Xiang Tao
    ,
    Liang Wang
    ,
    Qiang Liu
    ,
    Shu Wu
    , Liang Wang
  58. Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process
    ICML 2024 ·
    Xiangxin Zhou
    , Liang Wang,
    Yichi Zhou
  59. Stealthy Attack on Large Language Model based Recommendation
    ACL 2024 ·
    Jinghao Zhang
    ,
    Yuting Liu
    ,
    Qiang Liu
    ,
    Shu Wu
    ,
    Guibing Guo
    , Liang Wang
  60. Text-Guided Molecule Generation with Diffusion Language Model
    AAAI 2024 ·
    Haisong Gong
    ,
    Qiang Liu
    ,
    Shu Wu
    , Liang Wang
  61. VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark
    NeurIPS 2024 ·
    Han Huang
    ,
    Haitian Zhong
    ,
    Tao Yu
    ,
    Qiang Liu
    ,
    Shu Wu
    , Liang Wang,
    Tieniu Tan