PPaperPicks

Qiang Liu

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

38 papers at tracked venues · 28 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9233-3827 ↗Homepage ↗

Venues

ACL ×11EMNLP ×7AAAI ×4NeurIPS ×4ICLR ×3SIGKDD ×3CIKM ×2WWW ×2ACM MM ×1SDM ×1

Frequent coauthors

Shu Wu
×26
Liang Wang
×25
Liang Wang
×8
Tieniu Tan
×7
Jinghao Zhang
×6
Zilei Wang
×4
Zhixun Li
×4
Junfei Wu
×4
Jiajun Zhang
×3
Haitian Zhong
×3
Xinlong Chen
×3
Bowen Song
×3

Papers

  1. 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
  2. MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning
    ACL 2026 ·
    Xukai Wang
    ,
    Xuanbo Liu
    ,
    Mingrui Chen
    ,
    Haitian Zhong
    ,
    Xuanlin Yang
    ,
    Bohan Zeng
    ,
    Jinbo Hu
    ,
    Hao Liang
    ,
    Junbo Niu
    ,
    Xuchen Li
    ,
    Ruitao Wu
    ,
    Ruichuan An
    ,
    Yang Shi
    ,
    Liu Liu
    , Qiang Liu,
    Zhouchen Lin
    ,
    Xu-Yao Zhang
    ,
    Wentao Zhang
    ,
    Bin Dong
  3. 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
  4. 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
  5. CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendation
    AAAI 2025 ·
    Yuting Liu
    ,
    Jinghao Zhang
    ,
    Yizhou Dang
    ,
    Yuliang Liang
    , Qiang Liu,
    Guibing Guo
    ,
    Jianzhe Zhao
    ,
    Xingwei Wang
  6. 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
  7. Fairness without Demographics through Learning Graph of Gradients
    SIGKDD 2025 ·
    Yingtao Luo
    ,
    Zhixun Li
    , Qiang Liu,
    Jun Zhu
  8. 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
  9. 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
  10. 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
  11. Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models
    ACL 2025 ·
    Xinlong Chen
    ,
    Yuanxing Zhang
    , Qiang Liu,
    Junfei Wu
    ,
    Fuzheng Zhang
    ,
    Tieniu Tan
  12. 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
  13. Personalized Text Generation with Contrastive Activation Steering
    ACL 2025 ·
    Jinghao Zhang
    ,
    Yuting Liu
    ,
    Wenjie Wang
    , Qiang Liu,
    Shu Wu
    ,
    Liang Wang
    ,
    Tat-Seng Chua
  14. 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
  15. 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
  16. 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
  17. SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection
    ACL 2025 ·
    Mingqing Zhang
    , Qiang Liu,
    Xiang Tao
    ,
    Shu Wu
    ,
    Liang Wang
  18. Toolscaler: Scalable Generative Tool Calling via Structure-Aware Semantic Tokenization
    EMNLP 2025 ·
    Yunyue Su
    ,
    Zhang Jinshuai
    ,
    Bowen Fang
    ,
    Wen Ye
    ,
    Jinghao Zhang
    ,
    Bowen Song
    ,
    Weiqiang Wang
    , Qiang Liu,
    Liang Wang
  19. Uncovering Overfitting in Large Language Model Editing
    ICLR 2025 ·
    Mengqi Zhang
    ,
    Xiaotian Ye
    , Qiang Liu,
    Shu Wu
    ,
    Pengjie Ren
    ,
    Zhumin Chen
  20. VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation
    ACL 2025 ·
    Xinlong Chen
    ,
    Yuanxing Zhang
    ,
    Chongling Rao
    ,
    Yushuo Guan
    ,
    Jiaheng Liu
    ,
    Fuzheng Zhang
    ,
    Chengru Song
    , Qiang Liu,
    Di Zhang
    ,
    Tieniu Tan
  21. 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
  22. 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
  23. CMG: A Causality-enhanced Multi-view Graph Model for Stock Trend Prediction
    CIKM 2024 ·
    Xi Cheng
    ,
    Liang Wang
    ,
    Yunan Zeng
    , Qiang Liu
  24. Chain-of-History Reasoning for Temporal Knowledge Graph Forecasting
    ACL 2024 ·
    Yuwei Xia
    ,
    Ding Wang
    , Qiang Liu,
    Liang Wang
    ,
    Shu Wu
    ,
    Xiaoyu Zhang
  25. DIVE: Subgraph Disagreement for Graph Out-of-Distribution Generalization
    SIGKDD 2024 ·
    Xin Sun
    ,
    Liang Wang
    , Qiang Liu,
    Shu Wu
    ,
    Zilei Wang
    ,
    Liang Wang
  26. 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
  27. 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
  28. Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables
    AAAI 2024 ·
    Haisong Gong
    ,
    Weizhi Xu
    ,
    Shu Wu
    , Qiang Liu,
    Liang Wang
  29. Knowledge Graph Enhanced Large Language Model Editing
    EMNLP 2024 ·
    Mengqi Zhang
    ,
    Xiaotian Ye
    , Qiang Liu,
    Pengjie Ren
    ,
    Shu Wu
    ,
    Zhumin Chen
  30. 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
  31. Modality-Balanced Learning for Multimedia Recommendation
    ACM MM 2024 ·
    Jinghao Zhang
    ,
    Guofan Liu
    , Qiang Liu,
    Shu Wu
    ,
    Liang Wang
  32. Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction
    NeurIPS 2024 · Qiang Liu,
    Shaozhen Liu
    ,
    Xin Sun
    ,
    Shu Wu
    ,
    Liang Wang
  33. Rethinking Fair Graph Neural Networks from Re-balancing
    SIGKDD 2024 ·
    Zhixun Li
    ,
    Yushun Dong
    , Qiang Liu,
    Jeffrey Xu Yu
  34. Rethinking Graph Masked Autoencoders through Alignment and Uniformity
    AAAI 2024 ·
    Liang Wang
    ,
    Xiang Tao
    , Qiang Liu,
    Shu Wu
    ,
    Liang Wang
  35. Semantic Evolvement Enhanced Graph Autoencoder for Rumor Detection
    WWW 2024 ·
    Xiang Tao
    ,
    Liang Wang
    , Qiang Liu,
    Shu Wu
    ,
    Liang Wang
  36. Stealthy Attack on Large Language Model based Recommendation
    ACL 2024 ·
    Jinghao Zhang
    ,
    Yuting Liu
    , Qiang Liu,
    Shu Wu
    ,
    Guibing Guo
    ,
    Liang Wang
  37. Text-Guided Molecule Generation with Diffusion Language Model
    AAAI 2024 ·
    Haisong Gong
    , Qiang Liu,
    Shu Wu
    ,
    Liang Wang
  38. 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