Kam-Fai Wong

Chinese University of Hong Kong

48 papers at tracked venues · 27 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9427-5659 ↗Homepage ↗

Venues

ACL ×16 EMNLP ×10 NAACL ×9 AAAI ×5 ICLR ×2 IJCAI ×2 NeurIPS ×2 ICML ×1 SIGIR ×1

Frequent coauthors

Bin Liang

×18

Hongru Wang

×16

Zezhong Wang

×10

Ruifeng Xu

×10

Boyang Xue

×8

Yiming Du

×7

Rui Wang

×7

Qun Liu

×7

Xingshan Zeng

×7

Lin Gui

×6

Jeff Z. Pan

×6

Lifeng Shang

×6

Papers

EventWeave: A Dynamic Framework for Capturing Core and Supporting Events in Dialogue Systems
ACL 2026 ·
Zhengyi Zhao
,
Shubo Zhang
,
Yiming Du
,
Bin Liang
,
Baojun Wang
,
Zhongyang Li
,
Binyang Li
, Kam-Fai Wong
Guaranteeing Knowledge Integration with Joint Decoding for Retrieval-Augmented Generation
ACL 2026 ·
Zhengyi Zhao
,
Shubo Zhang
,
Zezhong Wang
,
Yuxi Zhang
,
Huimin Wang
,
Yutian Zhao
,
Yefeng Zheng
,
Binyang Li
, Kam-Fai Wong,
Xian Wu
MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents
AAAI 2026 ·
Yiming Du
,
Bingbing Wang
,
Yang He
,
Bin Liang
,
Baojun Wang
,
Zhongyang Li
,
Lin Gui
,
Jeff Z. Pan
,
Ruifeng Xu
, Kam-Fai Wong
Mitigating Context Interference for Reliable and Efficient Search Agents
ACL 2026 ·
Boyang Xue
,
Bin Wu
,
Shuofei Qiao
,
Sheng Wang
,
Rui Wang
,
Yiming Du
,
Hongru Wang
,
Jeff Z. Pan
,
Emine Yilmaz
, Kam-Fai Wong,
Aldo Lipani
Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors
ACL 2026 ·
Zhiwei Zhang
,
Fei Zhao
,
Rui Wang
,
Zezhong Wang
,
Bin Liang
,
Jiakang Wang
,
Yao Hu
,
Shaosheng Cao
, Kam-Fai Wong
Understanding and Mitigating Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks
ACL 2026 ·
Miaomiao Li
,
Hao Chen
,
Yang Wang
,
Tingyuan Zhu
,
Weijia Zhang
,
Kaijie Zhu
, Kam-Fai Wong,
Jindong Wang
WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models
ACL 2026 ·
Rui Wang
,
Ce Zhang
,
Jun-Yu Ma
,
Jianshu Zhang
,
Hongru Wang
,
Yi Chen
,
Boyang Xue
,
Tianqing Fang
,
Zhisong Zhang
,
Hongming Zhang
,
Haitao Mi
,
Dong Yu
, Kam-Fai Wong
A Comprehensive Evaluation on Event Reasoning of Large Language Models
AAAI 2025 ·
Zhengwei Tao
,
Zhi Jin
,
Yifan Zhang
,
Xiancai Chen
,
Haiyan Zhao
,
Jia Li
,
Bin Liang
,
Chongyang Tao
,
Qun Liu
, Kam-Fai Wong
A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation
AAAI 2025 ·
Bingbing Wang
,
Yiming Du
,
Bin Liang
,
Zhixin Bai
,
Min Yang
,
Baojun Wang
, Kam-Fai Wong,
Ruifeng Xu
COPR: Continual Human Preference Learning via Optimal Policy Regularization
ACL 2025 ·
Han Zhang
,
Lin Gui
,
Yu Lei
,
Yuanzhao Zhai
,
Yehong Zhang
,
Zhuo Zhang
,
Yulan He
,
Hui Wang
,
Yue Yu
, Kam-Fai Wong,
Bin Liang
,
Ruifeng Xu
Centrality-guided Pre-training for Graph
ICLR 2025 ·
Bin Liang
,
Shiwei Chen
,
Lin Gui
,
Hui Wang
,
Yue Yu
,
Ruifeng Xu
, Kam-Fai Wong
Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step
NAACL 2025 ·
Zezhong Wang
,
Xingshan Zeng
,
Weiwen Liu
,
Yufei Wang
,
Liangyou Li
,
Yasheng Wang
,
Lifeng Shang
,
Xin Jiang
,
Qun Liu
, Kam-Fai Wong
CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility
AAAI 2025 ·
Bojia Zi
,
Shihao Zhao
,
Xianbiao Qi
,
Jianan Wang
,
Yukai Shi
,
Qianyu Chen
,
Bin Liang
,
Rong Xiao
, Kam-Fai Wong,
Lei Zhang
Do Mentioned Items Truly Matter? Enhancing Conversational Recommender Systems with Causal Intervention and Large Language Models
IJCAI 2025 ·
Lingzhi Wang
,
Xingshan Zeng
, Kam-Fai Wong
Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework
EMNLP 2025 ·
Cai Ke
,
Yiming Du
,
Bin Liang
,
Yifan Xiang
,
Lin Gui
,
Zhongyang Li
,
Baojun Wang
,
Yue Yu
,
Hui Wang
, Kam-Fai Wong,
Ruifeng Xu
Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent Detection
IJCAI 2025 ·
Shiman Zhao
,
Shangyuan Li
,
Wei Chen
,
Tengjiao Wang
,
Jiahui Yao
,
Jiabin Zheng
, Kam-Fai Wong
Learning First-Order Logic Rules for Argumentation Mining
ACL 2025 ·
Yang Sun
,
Guanrong Chen
,
Hamid Alinejad-Rokny
,
Jianzhu Bao
,
Yuqi Huang
,
Bin Liang
, Kam-Fai Wong,
Min Yang
,
Ruifeng Xu
MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models
EMNLP 2025 ·
Zhengyi Zhao
,
Shubo Zhang
,
Yuxi Zhang
,
Yanxi Zhao
,
Yifan Zhang
,
Zezhong Wang
,
Huimin Wang
,
Yutian Zhao
,
Bin Liang
,
Yefeng Zheng
,
Binyang Li
, Kam-Fai Wong,
Xian Wu
MiniMax-Remover: Taming Bad Noise Helps Video Object Removal
NeurIPS 2025 ·
Bojia Zi
,
Weixuan Peng
,
Xianbiao Qi
,
Jianan Wang
,
Shihao Zhao
,
Rong Xiao
, Kam-Fai Wong
Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration
NAACL 2025 ·
Ang Li
,
Jingqian Zhao
,
Bin Liang
,
Lin Gui
,
Hui Wang
,
Xi Zeng
,
Xingwei Liang
, Kam-Fai Wong,
Ruifeng Xu
MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
ACL 2025 ·
Boyang Xue
,
Hongru Wang
,
Rui Wang
,
Sheng Wang
,
Zezhong Wang
,
Yiming Du
,
Bin Liang
,
Wenxuan Zhang
, Kam-Fai Wong
PEARL: Towards Permutation-Resilient LLMs
ICLR 2025 ·
Liang Chen
,
Li Shen
,
Yang Deng
,
Xiaoyan Zhao
,
Bin Liang
, Kam-Fai Wong
ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning
EMNLP 2025 ·
Yiming Du
,
Yifan Xiang
,
Bin Liang
,
Dahua Lin
, Kam-Fai Wong,
Fei Tan
Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges
ACL 2025 ·
Hongru Wang
,
Wenyu Huang
,
Yufei Wang
,
Yuanhao Xi
,
Jianqiao Lu
,
Huan Zhang
,
Nan Hu
,
Zeming Liu
,
Jeff Z. Pan
, Kam-Fai Wong
Selective Forgetting: Advancing Machine Unlearning Techniques and Evaluation in Language Models
AAAI 2025 ·
Lingzhi Wang
,
Xingshan Zeng
,
Jinsong Guo
, Kam-Fai Wong,
Georg Gottlob
Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions
NAACL 2025 ·
Hongru Wang
,
Boyang Xue
,
Baohang Zhou
,
Tianhua Zhang
,
Cunxiang Wang
,
Huimin Wang
,
Guanhua Chen
, Kam-Fai Wong
Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst
ACL 2025 ·
Hongru Wang
,
Deng Cai
,
Wanjun Zhong
,
Shijue Huang
,
Jeff Z. Pan
,
Zeming Liu
, Kam-Fai Wong
Señorita-2M: A High-Quality Instruction-based Dataset for General Video Editing by Video Specialists
NeurIPS 2025 ·
Bojia Zi
,
Penghui Ruan
,
Marco Chen
,
Xianbiao Qi
,
Shaozhe Hao
,
Shihao Zhao
,
Youze Huang
,
Bin Liang
,
Rong Xiao
, Kam-Fai Wong
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
NAACL 2025 ·
Yu Zhao
,
Alessio Devoto
,
Giwon Hong
,
Xiaotang Du
,
Aryo Pradipta Gema
,
Hongru Wang
,
Xuanli He
, Kam-Fai Wong,
Pasquale Minervini
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning
EMNLP 2025 ·
Zezhong Wang
,
Xingshan Zeng
,
Weiwen Liu
,
Yufei Wang
,
Liangyou Li
,
Yasheng Wang
,
Lifeng Shang
,
Xin Jiang
,
Qun Liu
, Kam-Fai Wong
T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering
EMNLP 2025 ·
Zhengyi Zhao
,
Shubo Zhang
,
Zezhong Wang
,
Huimin Wang
,
Yutian Zhao
,
Bin Liang
,
Yefeng Zheng
,
Binyang Li
, Kam-Fai Wong,
Xian Wu
ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis
NAACL 2025 ·
Zezhong Wang
,
Xingshan Zeng
,
Weiwen Liu
,
Liangyou Li
,
Yasheng Wang
,
Lifeng Shang
,
Xin Jiang
,
Qun Liu
, Kam-Fai Wong
UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models
ACL 2025 ·
Boyang Xue
,
Fei Mi
,
Qi Zhu
,
Hongru Wang
,
Rui Wang
,
Sheng Wang
,
Erxin Yu
,
Xuming Hu
, Kam-Fai Wong
Vulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning
ICML 2025 ·
Liang Chen
,
Xueting Han
,
Li Shen
,
Jing Bai
, Kam-Fai Wong
AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction
EMNLP 2024 ·
Hongru Wang
,
Rui Wang
,
Boyang Xue
,
Heming Xia
,
Jingtao Cao
,
Zeming Liu
,
Jeff Z. Pan
, Kam-Fai Wong
DPDLLM: A Black-box Framework for Detecting Pre-training Data from Large Language Models
ACL 2024 ·
Baohang Zhou
,
Zezhong Wang
,
Lingzhi Wang
,
Hongru Wang
,
Ying Zhang
,
Kehui Song
,
Xuhui Sui
, Kam-Fai Wong
Empowering Large Language Models: Tool Learning for Real-World Interaction
SIGIR 2024 ·
Hongru Wang
,
Yujia Qin
,
Yankai Lin
,
Jeff Z. Pan
, Kam-Fai Wong
Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting
NAACL 2024 ·
Rui Wang
,
Hongru Wang
,
Fei Mi
,
Boyang Xue
,
Yi Chen
, Kam-Fai Wong,
Ruifeng Xu
LLMEdgeRefine: Enhancing Text Clustering with LLM-Based Boundary Point Refinement
EMNLP 2024 ·
Zijin Feng
,
Luyang Lin
,
Lingzhi Wang
,
Hong Cheng
, Kam-Fai Wong
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models
ACL 2024 ·
Wai-Chung Kwan
,
Xingshan Zeng
,
Yufei Wang
,
Yusen Sun
,
Liangyou Li
,
Yuxin Jiang
,
Lifeng Shang
,
Qun Liu
, Kam-Fai Wong
MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models
EMNLP 2024 ·
Wai-Chung Kwan
,
Xingshan Zeng
,
Yuxin Jiang
,
Yufei Wang
,
Liangyou Li
,
Lifeng Shang
,
Xin Jiang
,
Qun Liu
, Kam-Fai Wong
Multi-modal Stance Detection: New Datasets and Model
ACL 2024 ·
Bin Liang
,
Ang Li
,
Jingqian Zhao
,
Lin Gui
,
Min Yang
,
Yue Yu
, Kam-Fai Wong,
Ruifeng Xu
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models
NAACL 2024 ·
Rui Wang
,
Fei Mi
,
Yi Chen
,
Boyang Xue
,
Hongru Wang
,
Qi Zhu
, Kam-Fai Wong,
Ruifeng Xu
SELF-GUARD: Empower the LLM to Safeguard Itself
NAACL 2024 ·
Zezhong Wang
,
Fangkai Yang
,
Lu Wang
,
Pu Zhao
,
Hongru Wang
,
Liang Chen
,
Qingwei Lin
, Kam-Fai Wong
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation
EMNLP 2024 ·
Minda Hu
,
Licheng Zong
,
Hongru Wang
,
Jingyan Zhou
,
Jingjing Li
,
Yichen Gao
, Kam-Fai Wong,
Yu Li
,
Irwin King
VLEU: a Method for Automatic Evaluation for Generalizability of Text-to-Image Models
EMNLP 2024 ·
Jingtao Cao
,
Zheng Zhang
,
Hongru Wang
, Kam-Fai Wong
Visually Guided Generative Text-Layout Pre-training for Document Intelligence
NAACL 2024 ·
Zhiming Mao
,
Haoli Bai
,
Lu Hou
,
Lifeng Shang
,
Xin Jiang
,
Qun Liu
, Kam-Fai Wong
WatME: Towards Lossless Watermarking Through Lexical Redundancy
ACL 2024 ·
Liang Chen
,
Yatao Bian
,
Yang Deng
,
Deng Cai
,
Shuaiyi Li
,
Peilin Zhao
, Kam-Fai Wong