Chak Tou Leong

19 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×8 EMNLP ×4 AAAI ×2 CVPR ×2 ACM MM ×1 EACL ×1 ICML ×1

Frequent coauthors

Wenjie Li

×14

Jian Wang

×8

Heming Xia

×4

Qingyu Yin

×4

Hanlin Wang

×3

Jiaqi Chen

×3

Yiwen Yuan

×3

Dingwei Chen

×2

Yongqi Li

×2

Qiang Zhang

×2

Xiaoye Zhu

×2

Ying Chen

×2

Papers

Finding RELIEF: Shaping Reasoning Behavior without Reasoning Supervision via Belief Engineering
ACL 2026 · Chak Tou Leong,
Dingwei Chen
,
Heming Xia
,
Qingyu Yin
,
Sunbowen Lee
,
Jian Wang
,
Wenjie Li
KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization
EACL 2026 ·
Mingbo Song
,
Heming Xia
,
Jun Zhang
, Chak Tou Leong,
Qiancheng Xu
,
Wenjie Li
,
Sujian Li
Merlin's Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting
ACL 2026 ·
Heming Xia
,
Cunxiao Du
,
Rui Li
, Chak Tou Leong,
Yongqi Li
,
Wenjie Li
Seeing Isn't Believing: Mitigating Belief Inertia via Active Intervention in Embodied Agents
ACL 2026 ·
Hanlin Wang
, Chak Tou Leong,
Jian Wang
,
Wenjie Li
Constrain Alignment with Sparse Autoencoders
ICML 2025 ·
Qingyu Yin
, Chak Tou Leong,
Hongbo Zhang
,
Minjun Zhu
,
Hanqi Yan
,
Qiang Zhang
,
Yulan He
,
Wenjie Li
,
Jun Wang
,
Yue Zhang
,
Linyi Yang
Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation
EMNLP 2025 ·
Dingwei Chen
,
Ziqiang Liu
,
Feiteng Fang
, Chak Tou Leong,
Shiwen Ni
,
Ahmadreza Argha
,
Hamid Alinejad-Rokny
,
Min Yang
,
Chengming Li
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection
AAAI 2025 ·
Jiaqi Chen
,
Xiaoye Zhu
,
Tianyang Liu
,
Ying Chen
,
Xinhui Chen
,
Yiwen Yuan
, Chak Tou Leong,
Zuchao Li
,
Tang Long
,
Lei Zhang
,
Chenyu Yan
,
Guanghao Mei
,
Jie Zhang
,
Lefei Zhang
STeCa: Step-level Trajectory Calibration for LLM Agent Learning
ACL 2025 ·
Hanlin Wang
,
Jian Wang
, Chak Tou Leong,
Wenjie Li
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing
ACL 2025 ·
Kaishuai Xu
,
Tiezheng Yu
,
Wenjun Hou
,
Yi Cheng
, Chak Tou Leong,
Liangyou Li
,
Xin Jiang
,
Lifeng Shang
,
Qun Liu
,
Wenjie Li
Symbolic Representation for Any-to-Any Generative Tasks
CVPR 2025 ·
Jiaqi Chen
,
Xiaoye Zhu
,
Yue Wang
,
Tianyang Liu
,
Xinhui Chen
,
Ying Chen
, Chak Tou Leong,
Yifei Ke
,
Joseph Liu
,
Yiwen Yuan
,
Julian J. McAuley
,
Li-jia Li
TokenSkip: Controllable Chain-of-Thought Compression in LLMs
EMNLP 2025 ·
Heming Xia
, Chak Tou Leong,
Wenjie Wang
,
Yongqi Li
,
Wenjie Li
Video-Bench: Human-Aligned Video Generation Benchmark
CVPR 2025 ·
Hui Han
,
Siyuan Li
,
Jiaqi Chen
,
Yiwen Yuan
,
Yuling Wu
,
Yufan Deng
, Chak Tou Leong,
Hanwen Du
,
Junchen Fu
,
Youhua Li
,
Jie Zhang
,
Chi Zhang
,
Li-jia Li
,
Yongxin Ni
Why Safeguarded Ships Run Aground? Aligned Large Language Models' Safety Mechanisms Tend to Be Anchored in The Template Region
ACL 2025 · Chak Tou Leong,
Qingyu Yin
,
Jian Wang
,
Wenjie Li
Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal
AAAI 2024 ·
Yi Cheng
,
Wenge Liu
,
Jian Wang
, Chak Tou Leong,
Yi Ouyang
,
Wenjie Li
,
Xian Wu
,
Yefeng Zheng
Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning
EMNLP 2024 ·
Qingyu Yin
,
Xuzheng He
, Chak Tou Leong,
Fan Wang
,
Yanzhao Yan
,
Xiaoyu Shen
,
Qiang Zhang
E²CL: Exploration-based Error Correction Learning for Embodied Agents
EMNLP 2024 ·
Hanlin Wang
, Chak Tou Leong,
Jian Wang
,
Wenjie Li
Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue
ACL 2024 ·
Jian Wang
, Chak Tou Leong,
Jiashuo Wang
,
Dongding Lin
,
Wenjie Li
,
Xiaoyong Wei
Muffin: Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback
ACL 2024 ·
Jiashuo Wang
,
Chunpu Xu
, Chak Tou Leong,
Wenjie Li
,
Jing Li
SCREEN: A Benchmark for Situated Conversational Recommendation
ACM MM 2024 ·
Dongding Lin
,
Jian Wang
, Chak Tou Leong,
Wenjie Li