Yali Du

King's College London, London, UK

39 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5683-2621 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×10 AAMAS ×7 AAAI ×6 EMNLP ×4 ICML ×3 IJCAI ×3 ACL ×2 ICLR ×2 ECAI ×1 ICRA ×1

Frequent coauthors

Meng Fang

×10

Ziyan Wang

×6

Yaodong Yang

×5

Jun Wang

×5

Joel Z. Leibo

×4

Zhixun Chen

×3

Shuqing Shi

×3

Zijing Shi

×3

Richard Willis

×3

Runze Liu

×3

Fei Fang

×2

Yuxuan Huang

×2

Papers

Causality-Aware Efficient Exploration for Cooperative Multi-Agent Reinforcement Learning
AAAI 2026 ·
Hongye Cao
,
Tianpei Yang
,
Fan Feng
,
Hammadi Rafik Ouariachi
, Yali Du,
Meng Fang
,
Jing Huo
,
Yang Gao
Entropy-Aware Reshaping of Reinforcement Signals for Multi-Answer Reasoning
ACL 2026 ·
Zhi Li
,
Huidan Xu
,
Zhen Hu
, Yali Du,
Ying Liu
Safe Multi-agent Reinforcement Learning with Natural Language Constraints
AAAI 2026 ·
Ziyan Wang
,
Meng Fang
,
Tristan Tomilin
,
Fei Fang
, Yali Du
ATLAS: Agent Tuning via Learning Critical Steps
ACL 2025 ·
Zhixun Chen
,
Ming Li
,
Yuxuan Huang
, Yali Du,
Meng Fang
,
Tianyi Zhou
Abstract Counterfactuals for Language Model Agents
NeurIPS 2025 ·
Edoardo Pona
,
Milad Kazemi
, Yali Du,
David Watson
,
Nicola Paoletti
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation
EMNLP 2025 ·
Zhenyi Shen
,
Hanqi Yan
,
Linhai Zhang
,
Zhanghao Hu
, Yali Du,
Yulan He
Causality Meets Locality: Provably Generalizable and Scalable Policy Learning for Networked Systems
NeurIPS 2025 ·
Hao Liang
,
Shuqing Shi
,
Yudi Zhang
,
Biwei Huang
, Yali Du
Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning
AAMAS 2025 ·
Lukas Schäfer
,
Oliver Slumbers
,
Stephen McAleer
, Yali Du,
Stefano V. Albrecht
,
David Mguni
Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia
NeurIPS 2025 ·
Chandler Smith
,
Marwa Abdulhai
,
Manfred Diaz
,
Marko Tesic
,
Rakshit S. Trivedi
,
Alexander Sasha Vezhnevets
,
Lewis Hammond
,
Jesse Clifton
,
Minsuk Chang
,
Edgar A. Duéñez-Guzmán
,
John P. Agapiou
,
Jayd Matyas
,
Danny Karmon
,
Beining Zhang
,
Jim Dilkes
,
Akash Kundu
,
Hieu Minh Nguyen
,
Emanuel Tewolde
,
Jebish Purbey
,
Ram Mohan Rao Kadiyala
,
Siddhant Gupta
,
Aliaksei Korshuk
,
Buyantuev Alexander
,
Ilya Makarov
,
Gang Zhao
,
Rolando Fernandez
,
Zhihan Wang
,
Caroline Wang
,
Jiaxun Cui
,
Lingyun Xiao
,
Di Shi
,
Yoonchang Sung
,
Muhammad Arrasy Rahman
,
Peter Stone
,
Yipeng Kang
,
Hyeonggeun Yun
,
Ananya Ananya
,
Taehun Cha
,
Zhiqiang Wu
,
Elizaveta Tennant
,
Olivia Macmillan-Scott
,
Marta Segura
,
Diana Riazi
,
Fuyang Cui
,
Sriram Ganapathi
,
Toryn Q. Klassen
,
Nico Schiavone
,
Mogtaba Alim
,
Sheila A. McIlraith
,
Manuel Ríos
,
Oswaldo Peña
,
Carlos Rojas
,
Manuela Chacon-Chamorro
,
Rubén Manrique
,
Luis Felipe Giraldo
,
Nicanor Quijano
,
Yiding Wang
,
Yuxuan Chen
,
Fangwei Zhong
,
Mengmeng Wang
,
Wenming Tu
,
Zhaowei Zhang
,
Ziang Chen
,
Zixia Jia
,
Xue Feng
,
Zilong Zheng
,
Chichen Lin
,
Weijian Fan
,
Chenao Liu
,
Sneheel Sarangi
,
Ziyan Wang
,
Shuqing Shi
, Yali Du,
Avinaash Anand Kulandaivel
,
Yang Liu
,
Ruiyang Wu
,
Chetan Talele
,
Sunjia Lu
,
Gema Parreno
,
Shamika Dhuri
,
Bain McHale
,
Tim Baarslag
,
Dylan Hadfield-Menell
,
Natasha Jaques
,
José Hernández-Orallo
,
Joel Z. Leibo
GRU: Mitigating the Trade-off between Unlearning and Retention for LLMs
ICML 2025 ·
Yue Wang
,
Qizhou Wang
,
Feng Liu
,
Wei Huang
, Yali Du,
Xiaojiang Du
,
Bo Han
Hierarchical Multi-Agent Framework for Dynamic Macroeconomic Modelling Using Large Language Models
AAMAS 2025 ·
Zhixun Chen
,
Zijing Shi
,
Yaodong Yang
,
Meng Fang
, Yali Du
Integrating Large Language Models with Reinforcement Learning for Generalization in Strategic Card Games
AAMAS 2025 ·
Wannian Xia
,
Meng Fang
,
Zihao Guo
, Yali Du,
Bo Xu
M³HF: Multi-agent Reinforcement Learning from Multi-phase Human Feedback of Mixed Quality
ICML 2025 ·
Ziyan Wang
,
Zhicheng Zhang
,
Fei Fang
, Yali Du
NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning
EMNLP 2025 ·
Wei Liu
,
Siya Qi
,
Xinyu Wang
,
Chen Qian
, Yali Du,
Yulan He
On the Optimization Landscape of Low Rank Adaptation Methods for Large Language Models
ICLR 2025 ·
Xu-Hui Liu
, Yali Du,
Jun Wang
,
Yang Yu
Quantifying the Self-Interest Level of Markov Social Dilemmas
IJCAI 2025 ·
Richard Willis
, Yali Du,
Joel Z. Leibo
,
Michael Luck
RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors
AAAI 2025 ·
Fengshuo Bai
,
Runze Liu
, Yali Du,
Ying Wen
,
Yaodong Yang
Resolving Social Dilemmas with Minimal Reward Transfer - Extended Abstract
AAMAS 2025 ·
Richard Willis
, Yali Du,
Joel Z. Leibo
,
Michael Luck
RuAG: Learned-rule-augmented Generation for Large Language Models
ICLR 2025 ·
Yudi Zhang
,
Pei Xiao
,
Lu Wang
,
Chaoyun Zhang
,
Meng Fang
, Yali Du,
Yevgeniy Puzyrev
,
Randolph Yao
,
Si Qin
,
Qingwei Lin
,
Mykola Pechenizkiy
,
Dongmei Zhang
,
Saravan Rajmohan
,
Qi Zhang
Self-Verifying Reflection Helps Transformers with CoT Reasoning
NeurIPS 2025 ·
Zhongwei Yu
,
Wannian Xia
,
Xue Yan
,
Bo Xu
,
Haifeng Zhang
, Yali Du,
Jun Wang
Social World Model-Augmented Mechanism Design Policy Learning
NeurIPS 2025 ·
Xiaoyuan Zhang
,
Yizhe Huang
,
Chengdong Ma
,
Zhixun Chen
,
Long Ma
, Yali Du,
Song-Chun Zhu
,
Yaodong Yang
,
Xue Feng
Spiral of Silence in Large Language Model Agents
EMNLP 2025 ·
Mingze Zhong
,
Meng Fang
,
Zijing Shi
,
Yuxuan Huang
,
Shunfeng Zheng
, Yali Du,
Ling Chen
,
Jun Wang
VLP: Vision-Language Preference Learning for Embodied Manipulation
EMNLP 2025 ·
Runze Liu
,
Chenjia Bai
,
Jiafei Lyu
,
Shengjie Sun
, Yali Du,
Xiu Li
Will Systems of LLM Agents Lead to Cooperation: An Investigation into a Social Dilemma
AAMAS 2025 ·
Richard Willis
, Yali Du,
Joel Z. Leibo
Aligning Individual and Collective Objectives in Multi-Agent Cooperation
NeurIPS 2024 ·
Yang Li
,
Wenhao Zhang
,
Jianhong Wang
,
Shao Zhang
, Yali Du,
Ying Wen
,
Wei Pan
Characterizing Physical Adversarial Attacks on Robot Motion Planners
ICRA 2024 ·
Wenxi Wu
,
Fabio Pierazzi
, Yali Du,
Martim Brandão
Dual Contrastive Graph-Level Clustering with Multiple Cluster Perspectives Alignment
IJCAI 2024 ·
Jinyu Cai
,
Yunhe Zhang
,
Jicong Fan
, Yali Du,
Wenzhong Guo
Explaining an Agent's Future Beliefs Through Temporally Decomposing Future Reward Estimators
ECAI 2024 ·
Mark Towers
, Yali Du,
Christopher T. Freeman
,
Timothy J. Norman
Human-Guided Moral Decision Making in Text-Based Games
AAAI 2024 ·
Zijing Shi
,
Meng Fang
,
Ling Chen
, Yali Du,
Jun Wang
Learning the Expected Core of Strictly Convex Stochastic Cooperative Games
NeurIPS 2024 ·
Nam Phuong Tran
,
The-Anh Ta
,
Shuqing Shi
,
Debmalya Mandal
, Yali Du,
Long Tran-Thanh
Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf
NeurIPS 2024 ·
Xuanfa Jin
,
Ziyan Wang
, Yali Du,
Meng Fang
,
Haifeng Zhang
,
Jun Wang
Off-Agent Trust Region Policy Optimization
IJCAI 2024 ·
Ruiqing Chen
,
Xiaoyuan Zhang
, Yali Du,
Yifan Zhong
,
Zheng Tian
,
Fanglei Sun
,
Yaodong Yang
PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation
ICML 2024 ·
Runze Liu
, Yali Du,
Fengshuo Bai
,
Jiafei Lyu
,
Xiu Li
Policy Learning from Tutorial Books via Understanding, Rehearsing and Introspecting
NeurIPS 2024 ·
Xiong-Hui Chen
,
Ziyan Wang
, Yali Du,
Shengyi Jiang
,
Meng Fang
,
Yang Yu
,
Jun Wang
STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning
AAAI 2024 ·
Sirui Chen
,
Zhaowei Zhang
,
Yaodong Yang
, Yali Du
Safe Reinforcement Learning with Free-form Natural Language Constraints and Pre-Trained Language Models
AAMAS 2024 ·
Xingzhou Lou
,
Junge Zhang
,
Ziyan Wang
,
Kaiqi Huang
, Yali Du
Self-Guiding Exploration for Combinatorial Problems
NeurIPS 2024 ·
Zangir Iklassov
, Yali Du,
Farkhad Akimov
,
Martin Takác
TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient
AAAI 2024 ·
Xingzhou Lou
,
Junge Zhang
,
Timothy J. Norman
,
Kaiqi Huang
, Yali Du
The Selfishness Level of Social Dilemmas
AAMAS 2024 ·
Stefan Roesch
,
Stefanos Leonardos
, Yali Du