PPaperPicks

Ting Liu

Harbin Institute of Technology, Research Center for Social Computing and Information Retrieval, China

53 papers at tracked venues · 40 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9091-7757 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×28EMNLP ×11NeurIPS ×6AAAI ×5ACM MM ×1IJCAI ×1NAACL ×1

Frequent coauthors

Bing Qin
×42
Xiao Ding
×18
Kai Xiong
×10
Li Du
×10
Yanyan Zhao
×10
Xiaocheng Feng
×10
Weixiang Zhao
×9
Yang Zhao
×8
Weinan Zhang
×7
Bibo Cai
×7
Zhouhao Sun
×7
Yang Deng
×7

Papers

  1. AutoVecCoder: Teaching LLMs to Generate Explicitly Vectorized Code
    ACL 2026 ·
    ShangZhan Li
    ,
    Xinyu Yin
    ,
    Xuanyu Jin
    ,
    Ye He
    ,
    Yuxin Zhou
    ,
    Yuxuan Li
    ,
    Xu Han
    ,
    Wanxiang Che
    ,
    Qi Shi
    , Ting Liu,
    Maosong Sun
  2. Bridging Scale Discrepancies in Robotic Control via Language-Based Action Representations
    AAAI 2026 ·
    Yuchi Zhang
    ,
    Churui Sun
    ,
    Shiqi Liang
    ,
    Diyuan Liu
    ,
    Chao Ji
    ,
    Weinan Zhang
    , Ting Liu
  3. Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration
    ACL 2026 ·
    Yang Zhao
    ,
    Yangou Ouyang
    ,
    Xiao Ding
    ,
    Hepeng Wang
    ,
    Bibo Cai
    ,
    Kai Xiong
    ,
    Jinglong Gao
    ,
    Zhouhao Sun
    ,
    Li Du
    ,
    Bing Qin
    , Ting Liu
  4. CultureRL: Internalizing Cultural Principles in Large Language Models via Norm-Driven Reinforcement Learning
    AAAI 2026 ·
    Weixiang Zhao
    ,
    Haozhen Li
    ,
    Yanyan Zhao
    ,
    Haixiao Liu
    ,
    Biye Li
    , Ting Liu,
    Bing Qin
  5. Exploring and Distilling Multi-Dimensional Clues for Interpretable Social Bot Detection
    ACL 2026 ·
    Yi Han
    ,
    Haiqi Lu
    ,
    Lizi Liao
    ,
    Shuhan Zhou
    ,
    Yuanxing Liu
    ,
    Weinan Zhang
    , Ting Liu
  6. FAER: Benchmarking VLMs for Failure-Aware Embodied Reasoning
    ACL 2026 ·
    Hao Song
    ,
    Kaifeng Liu
    ,
    Yuanxing Liu
    ,
    Xiang Tian
    ,
    Xuesong Wang
    ,
    Chen Yifan
    ,
    Weinan Zhang
    , Ting Liu
  7. Large Language Models Are Still Misled by Simple Bias Ensembles
    ACL 2026 ·
    Zhouhao Sun
    ,
    Zhiyuan Kan
    ,
    Xiao Ding
    ,
    Li Du
    ,
    Bibo Cai
    ,
    Yang Zhao
    ,
    Bing Qin
    , Ting Liu
  8. MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization
    ACL 2026 ·
    Yang Zhao
    ,
    Hepeng Wang
    ,
    Xiao Ding
    ,
    Yangou Ouyang
    ,
    Bibo Cai
    ,
    Kai Xiong
    ,
    Jinglong Gao
    ,
    Zhouhao Sun
    ,
    Li Du
    ,
    Bing Qin
    , Ting Liu
  9. MDC-Bench: A Multidisciplinary Causal Benchmark Based on Causal Structures for Evaluating Large Language Models
    ACL 2026 ·
    Peng Wang
    ,
    Yuxiong Yan
    ,
    Xiao Ding
    ,
    Kai Xiong
    ,
    Bibo Cai
    ,
    Chao Peng
    ,
    Yutai Hou
    ,
    Dandan Tu
    ,
    Bing Qin
    , Ting Liu
  10. On Safety Risks in Experience-Driven Self-Evolving Agents
    ACL 2026 ·
    Weixiang Zhao
    ,
    Yichen Zhang
    ,
    Yingshuo Wang
    ,
    Yang Deng
    ,
    Yanyan Zhao
    ,
    Xuda Zhi
    ,
    Yongbo Huang
    ,
    Hao He
    ,
    Wanxiang Che
    ,
    Bing Qin
    , Ting Liu
  11. Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression
    ACL 2026 ·
    Liang Zhao
    ,
    Xiaocheng Feng
    ,
    Weihong Zhong
    ,
    Lei Huang
    ,
    Kun Zhu
    ,
    Baoxin Wang
    ,
    Dayong Wu
    ,
    Guoping Hu
    , Ting Liu,
    Bing Qin
  12. The Visual Prism: Refracting Images into Parallel Multilingual Descriptions with Structured Visual Guidance
    AAAI 2026 ·
    Chengpeng Fu
    ,
    Xiaocheng Feng
    ,
    Yichong Huang
    ,
    Wenshuai Huo
    ,
    Baohang Li
    ,
    Yang Xiang
    , Ting Liu
  13. TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles
    ACL 2026 ·
    Yirong Zeng
    ,
    Yufei Liu
    ,
    Xiao Ding
    ,
    Yutai Hou
    ,
    Yuxian Wang
    ,
    Wu Ning
    ,
    Haonan Song
    ,
    Dandan Tu
    ,
    Qixun Zhang
    ,
    Yuxiang He
    ,
    Bibo Cai
    , Ting Liu
  14. Toward Secure Tuning: Mitigating Security Risks from Instruction Fine-Tuning
    ACL 2026 ·
    Yanrui Du
    ,
    Fenglei Fan
    ,
    Sendong Zhao
    ,
    Jiawei Cao
    ,
    Ming Ma
    ,
    Danyang Zhao
    ,
    Shuren Qi
    , Ting Liu,
    Bing Qin
  15. Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities
    AAAI 2026 ·
    Weixiang Zhao
    ,
    Xingyu Sui
    ,
    Jiahe Guo
    ,
    Yulin Hu
    ,
    Yang Deng
    ,
    Yanyan Zhao
    ,
    Xuda Zhi
    ,
    Yongbo Huang
    ,
    Hao He
    ,
    Wanxiang Che
    , Ting Liu,
    Bing Qin
  16. AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender
    EMNLP 2025 ·
    Weixiang Zhao
    ,
    Jiahe Guo
    ,
    Yulin Hu
    ,
    Yang Deng
    ,
    An Zhang
    ,
    Xingyu Sui
    ,
    Xinyang Han
    ,
    Yanyan Zhao
    ,
    Bing Qin
    ,
    Tat-Seng Chua
    , Ting Liu
  17. Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning
    ACL 2025 ·
    Lei Huang
    ,
    Xiaocheng Feng
    ,
    Weitao Ma
    ,
    Yuchun Fan
    ,
    Xiachong Feng
    ,
    Yuxuan Gu
    ,
    Yangfan Ye
    ,
    Liang Zhao
    ,
    Weihong Zhong
    ,
    Baoxin Wang
    ,
    Dayong Wu
    ,
    Guoping Hu
    ,
    Lingpeng Kong
    ,
    Tong Xiao
    , Ting Liu,
    Bing Qin
  18. Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns
    ACL 2025 ·
    Yang Zhao
    ,
    Li Du
    ,
    Xiao Ding
    ,
    Kai Xiong
    , Ting Liu,
    Bing Qin
  19. Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs
    ACL 2025 ·
    Weixiang Zhao
    ,
    Yulin Hu
    ,
    Yang Deng
    ,
    Jiahe Guo
    ,
    Xingyu Sui
    ,
    Xinyang Han
    ,
    An Zhang
    ,
    Yanyan Zhao
    ,
    Bing Qin
    ,
    Tat-Seng Chua
    , Ting Liu
  20. Beyond Fixed Length: Bucket Pre-training is All You Need
    IJCAI 2025 ·
    Qing Yang
    ,
    Qiyao Peng
    ,
    Hongtao Liu
    ,
    Kai Liu
    ,
    Bing Qin
    , Ting Liu
  21. Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems
    ACL 2025 ·
    Haochun Wang
    ,
    Sendong Zhao
    ,
    Jingbo Wang
    ,
    Zewen Qiang
    ,
    Bing Qin
    , Ting Liu
  22. Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
    ACL 2025 ·
    Yang Zhao
    ,
    Li Du
    ,
    Xiao Ding
    ,
    Yangou Ouyang
    ,
    Hepeng Wang
    ,
    Kai Xiong
    ,
    Jinglong Gao
    ,
    Zhouhao Sun
    ,
    Dongliang Xu
    ,
    Qing Yang
    ,
    Dongchen Li
    ,
    Bing Qin
    , Ting Liu
  23. Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter
    EMNLP 2025 ·
    Weixiang Zhao
    ,
    Xingyu Sui
    ,
    Xinyang Han
    ,
    Yang Deng
    ,
    Yulin Hu
    ,
    Jiahe Guo
    ,
    Libo Qin
    ,
    Qianyun Du
    ,
    Shijin Wang
    ,
    Yanyan Zhao
    ,
    Bing Qin
    , Ting Liu
  24. Com² : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models
    ACL 2025 ·
    Kai Xiong
    ,
    Xiao Ding
    ,
    Yixin Cao
    ,
    Yuxiong Yan
    ,
    Li Du
    ,
    Yufei Zhang
    ,
    Jinglong Gao
    ,
    Jiaqian Liu
    ,
    Bing Qin
    , Ting Liu
  25. ExpeTrans: LLMs Are Experiential Transfer Learners
    ACL 2025 ·
    Jinglong Gao
    ,
    Xiao Ding
    ,
    Lingxiao Zou
    ,
    Bibo Cai
    ,
    Bing Qin
    , Ting Liu
  26. Exploring Large Language Models for Effective Rumor Detection on Social Media
    NAACL 2025 ·
    Yirong Zeng
    ,
    Xiao Ding
    ,
    Bibo Cai
    , Ting Liu,
    Bing Qin
  27. FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging
    EMNLP 2025 ·
    Zijian Li
    ,
    Xiaocheng Feng
    ,
    Huixin Liu
    ,
    Yichong Huang
    , Ting Liu,
    Bing Qin
  28. From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems
    EMNLP 2025 ·
    Zekun Zhou
    ,
    Xiaocheng Feng
    ,
    Lei Huang
    ,
    Xiachong Feng
    ,
    Ziyun Song
    ,
    Ruihan Chen
    ,
    Liang Zhao
    ,
    Weitao Ma
    ,
    Yuxuan Gu
    ,
    Baoxin Wang
    ,
    Dayong Wu
    ,
    Guoping Hu
    , Ting Liu,
    Bing Qin
  29. How Does Sequence Modeling Architecture Influence Base Capabilities of Pre-trained Language Models? Exploring Key Architecture Design Principles to Avoid Base Capabilities Degradation
    NeurIPS 2025 ·
    Xin Lu
    ,
    Yanyan Zhao
    ,
    Si Wei
    ,
    Shijin Wang
    ,
    Bing Qin
    , Ting Liu
  30. Length Controlled Generation for Black-box LLMs
    ACL 2025 ·
    Yuxuan Gu
    ,
    Wenjie Wang
    ,
    Xiaocheng Feng
    ,
    Weihong Zhong
    ,
    Kun Zhu
    ,
    Lei Huang
    , Ting Liu,
    Bing Qin
    ,
    Tat-Seng Chua
  31. MPO: Multilingual Safety Alignment via Reward Gap Optimization
    ACL 2025 ·
    Weixiang Zhao
    ,
    Yulin Hu
    ,
    Yang Deng
    ,
    Tongtong Wu
    ,
    Wenxuan Zhang
    ,
    Jiahe Guo
    ,
    An Zhang
    ,
    Yanyan Zhao
    ,
    Bing Qin
    ,
    Tat-Seng Chua
    , Ting Liu
  32. Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation
    ACL 2025 ·
    Jihao Shi
    ,
    Xiao Ding
    ,
    Kai Xiong
    ,
    Hengwei Zhao
    ,
    Bing Qin
    , Ting Liu
  33. Nullspace Disentanglement for Red Teaming Language Models
    EMNLP 2025 ·
    Yi Han
    ,
    Yuanxing Liu
    ,
    Weinan Zhang
    , Ting Liu
  34. One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit
    ACL 2025 ·
    Weitao Ma
    ,
    Xiyuan Du
    ,
    Xiaocheng Feng
    ,
    Lei Huang
    ,
    Yichong Huang
    ,
    Huiyi Zhang
    ,
    Xiaoliang Yang
    ,
    Baohang Li
    ,
    Xiachong Feng
    , Ting Liu,
    Bing Qin
  35. PRISM: A Benchmark for Unveiling Cross-modal Knowledge Inconsistency in Large Vision-Language Models
    ACM MM 2025 ·
    Mingjie Wei
    ,
    Wei-Nan Zhang
    ,
    Chen Zhang
    ,
    Yifeng Ding
    ,
    Donglin Di
    ,
    Lei Ren
    ,
    Wei Chen
    , Ting Liu
  36. Stimulate the Critical Thinking of LLMs via Debiasing Discussion
    EMNLP 2025 ·
    Ruiyu Xiao
    ,
    Lei Wu
    ,
    Yuanxing Liu
    ,
    Weinan Zhang
    , Ting Liu
  37. Teaching Language Models to Evolve with Users: Dynamic Profile Modeling for Personalized Alignment
    NeurIPS 2025 ·
    Weixiang Zhao
    ,
    Xingyu Sui
    ,
    Yulin Hu
    ,
    Jiahe Guo
    ,
    Haixiao Liu
    ,
    Biye Li
    ,
    Yanyan Zhao
    ,
    Bing Qin
    , Ting Liu
  38. Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch
    EMNLP 2025 ·
    Yirong Zeng
    ,
    Xiao Ding
    ,
    Yutai Hou
    ,
    Yuxian Wang
    ,
    Li Du
    ,
    Juyi Dai
    ,
    Qiuyang Ding
    ,
    Duyu Tang
    ,
    Dandan Tu
    ,
    Weiwen Liu
    ,
    Bing Qin
    , Ting Liu
  39. UFO-RL: Uncertainty-Focused Optimization for Efficient Reinforcement Learning Data Selection
    NeurIPS 2025 ·
    Yang Zhao
    ,
    Kai Xiong
    ,
    Xiao Ding
    ,
    Li Du
    ,
    Yangou Ouyang
    ,
    Zhouhao Sun
    ,
    Jiannan Guan
    ,
    Wenbin Zhang
    ,
    Bin Liu
    ,
    Dong Hu
    ,
    Bing Qin
    , Ting Liu
  40. When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners
    NeurIPS 2025 ·
    Weixiang Zhao
    ,
    Jiahe Guo
    ,
    Yang Deng
    ,
    Tongtong Wu
    ,
    Wenxuan Zhang
    ,
    Yulin Hu
    ,
    Xingyu Sui
    ,
    Yanyan Zhao
    ,
    Wanxiang Che
    ,
    Bing Qin
    ,
    Tat-Seng Chua
    , Ting Liu
  41. iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use
    EMNLP 2025 ·
    Yirong Zeng
    ,
    Xiao Ding
    ,
    Yuxian Wang
    ,
    Weiwen Liu
    ,
    Yutai Hou
    ,
    Wu Ning
    ,
    Xu Huang
    ,
    Duyu Tang
    ,
    Dandan Tu
    ,
    Bing Qin
    , Ting Liu
  42. AS-ES Learning: Towards efficient CoT learning in small models
    ACL 2024 ·
    Nuwa Xi
    ,
    Yuhan Chen
    ,
    Sendong Zhao
    ,
    Haochun Wang
    ,
    GongZhang GongZhang
    ,
    Bing Qin
    , Ting Liu
  43. Aligning Translation-Specific Understanding to General Understanding in Large Language Models
    EMNLP 2024 ·
    Yichong Huang
    ,
    Baohang Li
    ,
    Xiaocheng Feng
    ,
    Wenshuai Huo
    ,
    Chengpeng Fu
    , Ting Liu,
    Bing Qin
  44. Causal-Guided Active Learning for Debiasing Large Language Models
    ACL 2024 ·
    Zhouhao Sun
    ,
    Li Du
    ,
    Xiao Ding
    ,
    Yixuan Ma
    ,
    Yang Zhao
    ,
    Kaitao Qiu
    , Ting Liu,
    Bing Qin
  45. Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning
    ACL 2024 ·
    Yang Zhao
    ,
    Li Du
    ,
    Xiao Ding
    ,
    Kai Xiong
    ,
    Zhouhao Sun
    ,
    Shi Jun
    , Ting Liu,
    Bing Qin
  46. Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration
    NeurIPS 2024 ·
    Yichong Huang
    ,
    Xiaocheng Feng
    ,
    Baohang Li
    ,
    Yang Xiang
    ,
    Hui Wang
    , Ting Liu,
    Bing Qin
  47. Exploring Hybrid Question Answering via Program-based Prompting
    ACL 2024 ·
    Qi Shi
    ,
    Han Cui
    ,
    Haofeng Wang
    ,
    Qingfu Zhu
    ,
    Wanxiang Che
    , Ting Liu
  48. Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding
    EMNLP 2024 ·
    Liang Zhao
    ,
    Xiachong Feng
    ,
    Xiaocheng Feng
    ,
    Weihong Zhong
    ,
    Dongliang Xu
    ,
    Qing Yang
    ,
    Hongtao Liu
    ,
    Bing Qin
    , Ting Liu
  49. Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification
    AAAI 2024 ·
    Haochun Wang
    ,
    Sendong Zhao
    ,
    Chi Liu
    ,
    Nuwa Xi
    ,
    Muzhen Cai
    ,
    Bing Qin
    , Ting Liu
  50. Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance
    NeurIPS 2024 ·
    Kai Xiong
    ,
    Xiao Ding
    , Ting Liu,
    Bing Qin
    ,
    Dongliang Xu
    ,
    Qing Yang
    ,
    Hongtao Liu
    ,
    Yixin Cao
  51. Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
    ACL 2024 ·
    Zheng Chu
    ,
    Jingchang Chen
    ,
    Qianglong Chen
    ,
    Weijiang Yu
    ,
    Tao He
    ,
    Haotian Wang
    ,
    Weihua Peng
    ,
    Ming Liu
    ,
    Bing Qin
    , Ting Liu
  52. Prove Your Point!: Bringing Proof-Enhancement Principles to Argumentative Essay Generation
    EMNLP 2024 ·
    Ruiyu Xiao
    ,
    Lei Wu
    ,
    Yuhang Gou
    ,
    Weinan Zhang
    , Ting Liu
  53. Self-Evolving GPT: A Lifelong Autonomous Experiential Learner
    ACL 2024 ·
    Jinglong Gao
    ,
    Xiao Ding
    ,
    Yiming Cui
    ,
    Jianbai Zhao
    ,
    Hepeng Wang
    , Ting Liu,
    Bing Qin