PPaperPicks

Yaliang Li

51 papers at tracked venues · 41 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4204-6096 ↗Homepage ↗

Venues

ACL ×8NeurIPS ×7ICLR ×5SIGKDD ×5CIKM ×3ICML ×3EMNLP ×2ICDE ×2NAACL ×2USENIX Security ×2VLDB ×2WWW ×2AAAI ×1ACM MM ×1CVPR ×1EACL ×1IJCAI ×1ISWC ×1SIGIR ×1SIGMOD ×1

Frequent coauthors

Bolin Ding
×28
Daoyuan Chen
×12
Zitao Li
×11
Jingren Zhou
×11
Liuyi Yao
×9
Yuexiang Xie
×8
Cen Chen
×7
Xuchen Pan
×7
Dawei Gao
×7
Ying Shen
×6
Wenmeng Zhou
×5
Mingyuan Fan
×5

Papers

  1. Accurate Table Question Answering with Accessible LLMs
    ICDE 2026 ·
    Yangfan Jiang
    ,
    Fei Wei
    ,
    Ergute Bao
    , Yaliang Li,
    Bolin Ding
    ,
    Yin Yang
    ,
    Xiaokui Xiao
  2. Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents
    ACL 2026 ·
    Yi Yu
    ,
    Liuyi Yao
    ,
    Yuexiang Xie
    ,
    Qingquan Tan
    ,
    Jiaqi Feng
    , Yaliang Li,
    Libing Wu
  3. Automated Profile Inference with Language Model Agents
    ACL 2026 ·
    Yuntao Du
    ,
    Zitao Li
    ,
    Bolin Ding
    , Yaliang Li,
    Hanshen Xiao
    ,
    Jingren Zhou
    ,
    Ninghui Li
  4. Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory
    ACL 2026 ·
    Shiqi He
    ,
    Yue Cui
    ,
    Xinyu Ma
    , Yaliang Li,
    Bolin Ding
    ,
    Mosharaf Chowdhury
  5. Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation
    EACL 2026 ·
    Ze Yu Zhang
    ,
    Zitao Li
    , Yaliang Li,
    Bolin Ding
    ,
    Bryan Kian Hsiang Low
  6. Retrieval Heads are Dynamic
    ACL 2026 ·
    Yuping Lin
    ,
    Zitao Li
    ,
    Yue Xing
    ,
    Pengfei He
    ,
    Yingqian Cui
    , Yaliang Li,
    Bolin Ding
    ,
    Jingren Zhou
    ,
    Jiliang Tang
  7. A Bargaining-Based Approach for Feature Trading in Vertical Federated Learning
    ICDE 2025 ·
    Yue Cui
    ,
    Liuyi Yao
    ,
    Zitao Li
    , Yaliang Li,
    Keqin Zhong
    ,
    Bingyi Liu
    ,
    Bolin Ding
    ,
    Xiaofang Zhou
  8. Advancing Reasoning with Off-the-Shelf LLMs: A Semantic Structure Perspective
    EMNLP 2025 ·
    Pengfei He
    ,
    Zitao Li
    ,
    Yue Xing
    , Yaliang Li,
    Jiliang Tang
    ,
    Bolin Ding
  9. Agent-Oriented Planning in Multi-Agent Systems
    ICLR 2025 ·
    Ao Li
    ,
    Yuexiang Xie
    ,
    Songze Li
    ,
    Fugee Tsung
    ,
    Bolin Ding
    , Yaliang Li
  10. Comprehensive Assessment and Analysis for NSFW Content Erasure in Text-to-Image Diffusion models
    NeurIPS 2025 ·
    Die Chen
    ,
    Zhiwen Li
    ,
    Cen Chen
    ,
    Yuexiang Xie
    ,
    Xiaodan Li
    ,
    Jinyan Ye
    ,
    Yingda Chen
    , Yaliang Li
  11. Data-Juicer 2.0: Cloud-Scale Adaptive Data Processing for and with Foundation Models
    NeurIPS 2025 ·
    Daoyuan Chen
    ,
    Yilun Huang
    ,
    Xuchen Pan
    ,
    Nana Jiang
    ,
    Haibin Wang
    ,
    Yilei Zhang
    ,
    Ce Ge
    ,
    Yushuo Chen
    ,
    Wenhao Zhang
    ,
    Zhijian Ma
    ,
    Jun Huang
    ,
    Wei Lin
    , Yaliang Li,
    Bolin Ding
    ,
    Jingren Zhou
  12. Data-Juicer Sandbox: A Feedback-Driven Suite for Multimodal Data-Model Co-development
    ICML 2025 ·
    Daoyuan Chen
    ,
    Haibin Wang
    ,
    Yilun Huang
    ,
    Ce Ge
    , Yaliang Li,
    Bolin Ding
    ,
    Jingren Zhou
  13. Diversity as a Reward: Fine-Tuning LLMs on a Mixture of Domain-Undetermined Data
    NeurIPS 2025 ·
    Zhenqing Ling
    ,
    Daoyuan Chen
    ,
    Liuyi Yao
    ,
    Qianli Shen
    , Yaliang Li,
    Ying Shen
  14. Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment
    ACL 2025 ·
    Delong Zeng
    ,
    Yuexiang Xie
    , Yaliang Li,
    Ying Shen
  15. Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists
    ACL 2025 ·
    Yue Cui
    ,
    Liuyi Yao
    ,
    Shuchang Tao
    ,
    Weijie Shi
    , Yaliang Li,
    Bolin Ding
    ,
    Xiaofang Zhou
  16. ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning
    IJCAI 2025 ·
    Zhongjie Duan
    ,
    Hong Zhang
    ,
    Wenmeng Zhou
    ,
    Cen Chen
    , Yaliang Li,
    Yu Zhang
    ,
    Yingda Chen
  17. Exploiting Task-Level Vulnerabilities: An Automatic Jailbreak Attack and Defense Benchmarking for LLMs
    USENIX Security 2025 ·
    Lan Zhang
    ,
    Xinben Gao
    ,
    Liuyi Yao
    ,
    Jinke Song
    , Yaliang Li
  18. GenSim: A General Social Simulation Platform with Large Language Model based Agents
    NAACL 2025 ·
    Jiakai Tang
    ,
    Heyang Gao
    ,
    Xuchen Pan
    ,
    Lei Wang
    ,
    Haoran Tan
    ,
    Dawei Gao
    ,
    Yushuo Chen
    ,
    Xu Chen
    ,
    Yankai Lin
    , Yaliang Li,
    Bolin Ding
    ,
    Jingren Zhou
    ,
    Jun Wang
    ,
    Ji-Rong Wen
  19. Growth Inhibitors for Suppressing Inappropriate Image Concepts in Diffusion Models
    ICLR 2025 ·
    Die Chen
    ,
    Zhiwen Li
    ,
    Mingyuan Fan
    ,
    Cen Chen
    ,
    Wenmeng Zhou
    ,
    Yanhao Wang
    , Yaliang Li
  20. Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models
    CVPR 2025 ·
    Qirui Jiao
    ,
    Daoyuan Chen
    ,
    Yilun Huang
    ,
    Bolin Ding
    , Yaliang Li,
    Ying Shen
  21. Knowledge Graph-Guided Retrieval Augmented Generation
    NAACL 2025 ·
    Xiangrong Zhu
    ,
    Yuexiang Xie
    ,
    Yi Liu
    , Yaliang Li,
    Wei Hu
  22. LLM-Based Multi-Agent Systems are Scalable Graph Generative Models
    ACL 2025 ·
    Jiarui Ji
    ,
    Runlin Lei
    ,
    Jialing Bi
    ,
    Zhewei Wei
    ,
    Xu Chen
    ,
    Yankai Lin
    ,
    Xuchen Pan
    , Yaliang Li,
    Bolin Ding
  23. Less is More: High-value Data Selection for Visual Instruction Tuning
    ACM MM 2025 ·
    Zikang Liu
    ,
    Kun Zhou
    ,
    Wayne Xin Zhao
    ,
    Dawei Gao
    , Yaliang Li,
    Ji-Rong Wen
  24. MindGYM: What Matters in Question Synthesis for Thinking-Centric Fine-Tuning?
    NeurIPS 2025 ·
    Zhe Xu
    ,
    Daoyuan Chen
    ,
    Zhenqing Ling
    , Yaliang Li,
    Ying Shen
  25. Parameter-Efficient Federated Knowledge Graph Embedding Learning and Unlearning
    ISWC 2025 ·
    Xiangrong Zhu
    ,
    Yuexiang Xie
    ,
    Yang Liu
    , Yaliang Li,
    Wei Hu
  26. Provable Scaling Laws for the Test-Time Compute of Large Language Models
    NeurIPS 2025 ·
    Yanxi Chen
    ,
    Xuchen Pan
    , Yaliang Li,
    Bolin Ding
    ,
    Jingren Zhou
  27. Responsible Diffusion Models via Constraining Text Embeddings within Safe Regions
    WWW 2025 ·
    Zhiwen Li
    ,
    Die Chen
    ,
    Mingyuan Fan
    ,
    Cen Chen
    , Yaliang Li,
    Yanhao Wang
    ,
    Wenmeng Zhou
  28. Safety Layers in Aligned Large Language Models: The Key to LLM Security
    ICLR 2025 ·
    Shen Li
    ,
    Liuyi Yao
    ,
    Lan Zhang
    , Yaliang Li
  29. Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers
    AAAI 2025 ·
    Xinyu Tang
    ,
    Xiaolei Wang
    ,
    Wayne Xin Zhao
    ,
    Siyuan Lu
    , Yaliang Li,
    Ji-Rong Wen
  30. Unlocking the Power of Differentially Private Zeroth-order Optimization for Fine-tuning LLMs
    USENIX Security 2025 ·
    Ergute Bao
    ,
    Yangfan Jiang
    ,
    Fei Wei
    ,
    Xiaokui Xiao
    ,
    Zitao Li
    , Yaliang Li,
    Bolin Ding
  31. ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models
    EMNLP 2025 ·
    Zikang Liu
    ,
    Kun Zhou
    ,
    Wayne Xin Zhao
    ,
    Dawei Gao
    , Yaliang Li,
    Ji-Rong Wen
  32. DATA-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning
    ACL 2024 ·
    Yingqian Min
    ,
    Kun Zhou
    ,
    Dawei Gao
    ,
    Xin Zhao
    ,
    He Hu
    , Yaliang Li
  33. Data-Juicer: A One-Stop Data Processing System for Large Language Models
    SIGMOD 2024 ·
    Daoyuan Chen
    ,
    Yilun Huang
    ,
    Zhijian Ma
    ,
    Hesen Chen
    ,
    Xuchen Pan
    ,
    Ce Ge
    ,
    Dawei Gao
    ,
    Yuexiang Xie
    ,
    Zhaoyang Liu
    ,
    Jinyang Gao
    , Yaliang Li,
    Bolin Ding
    ,
    Jingren Zhou
  34. Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation
    SIGIR 2024 ·
    Zhe Xu
    ,
    Daoyuan Chen
    ,
    Jiayi Kuang
    ,
    Zihao Yi
    , Yaliang Li,
    Ying Shen
  35. EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism
    ICML 2024 ·
    Yanxi Chen
    ,
    Xuchen Pan
    , Yaliang Li,
    Bolin Ding
    ,
    Jingren Zhou
  36. Exploring Neural Scaling Law and Data Pruning Methods For Node Classification on Large-scale Graphs
    WWW 2024 ·
    Zhen Wang
    , Yaliang Li,
    Bolin Ding
    ,
    Yule Li
    ,
    Zhewei Wei
  37. FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model
    SIGKDD 2024 ·
    Feijie Wu
    ,
    Zitao Li
    , Yaliang Li,
    Bolin Ding
    ,
    Jing Gao
  38. Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources
    NeurIPS 2024 ·
    Jiamu Bai
    ,
    Daoyuan Chen
    ,
    Bingchen Qian
    ,
    Liuyi Yao
    , Yaliang Li
  39. Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes
    ICML 2024 ·
    Zhen Qin
    ,
    Daoyuan Chen
    ,
    Bingchen Qian
    ,
    Bolin Ding
    , Yaliang Li,
    Shuiguang Deng
  40. Federated Heterogeneous Contrastive Distillation for Molecular Representation Learning
    CIKM 2024 ·
    Jinjia Feng
    ,
    Zhen Wang
    ,
    Zhewei Wei
    , Yaliang Li,
    Bolin Ding
    ,
    Hongteng Xu
  41. FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning
    SIGKDD 2024 ·
    Weirui Kuang
    ,
    Bingchen Qian
    ,
    Zitao Li
    ,
    Daoyuan Chen
    ,
    Dawei Gao
    ,
    Xuchen Pan
    ,
    Yuexiang Xie
    , Yaliang Li,
    Bolin Ding
    ,
    Jingren Zhou
  42. Improving LoRA in Privacy-preserving Federated Learning
    ICLR 2024 ·
    Youbang Sun
    ,
    Zitao Li
    , Yaliang Li,
    Bolin Ding
  43. LST2A: Lexical-Syntactic Targeted Adversarial Attack for Texts
    CIKM 2024 ·
    Guanghao Zhou
    ,
    Panjia Qiu
    ,
    Mingyuan Fan
    ,
    Cen Chen
    , Yaliang Li,
    Wenmeng Zhou
  44. Multi-modal Data Processing for Foundation Models: Practical Guidances and Use Cases
    SIGKDD 2024 ·
    Daoyuan Chen
    , Yaliang Li,
    Bolin Ding
  45. On the Convergence of Zeroth-Order Federated Tuning for Large Language Models
    SIGKDD 2024 ·
    Zhenqing Ling
    ,
    Daoyuan Chen
    ,
    Liuyi Yao
    , Yaliang Li,
    Ying Shen
  46. Performance-Based Pricing of Federated Learning via Auction
    VLDB 2024 ·
    Zitao Li
    ,
    Bolin Ding
    ,
    Liuyi Yao
    , Yaliang Li,
    Xiaokui Xiao
    ,
    Jingren Zhou
  47. SGFL-Attack: A Similarity-Guidance Strategy for Hard-Label Textual Adversarial Attack Based on Feedback Learning
    CIKM 2024 ·
    Panjia Qiu
    ,
    Guanghao Zhou
    ,
    Mingyuan Fan
    ,
    Cen Chen
    , Yaliang Li,
    Wenming Zhou
  48. TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series
    ICLR 2024 ·
    Chenxi Sun
    ,
    Hongyan Li
    , Yaliang Li,
    Shenda Hong
  49. Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation
    VLDB 2024 ·
    Dawei Gao
    ,
    Haibin Wang
    , Yaliang Li,
    Xiuyu Sun
    ,
    Yichen Qian
    ,
    Bolin Ding
    ,
    Jingren Zhou
  50. Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness
    NeurIPS 2024 ·
    Mingyuan Fan
    ,
    Xiaodan Li
    ,
    Cen Chen
    ,
    Wenmeng Zhou
    , Yaliang Li
  51. VertiMRF: Differentially Private Vertical Federated Data Synthesis
    SIGKDD 2024 ·
    Fangyuan Zhao
    ,
    Zitao Li
    ,
    Xuebin Ren
    ,
    Bolin Ding
    ,
    Shusen Yang
    , Yaliang Li