Heyan Huang

46 papers at tracked venues · 38 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×22 AAAI ×6 EMNLP ×6 WWW ×3 NeurIPS ×2 SIGIR ×2 ACM MM ×1 CHI ×1 IJCAI ×1 NAACL ×1 SIGKDD ×1

Frequent coauthors

Xian-Ling Mao

×15

Yang Gao

×7

Yuhang Guo

×6

Yizhe Yang

×6

Tian Lan

×6

Zeming Liu

×5

Yu Bai

×5

Huashan Sun

×4

Palakorn Achananuparp

×4

Jing Jiang

×4

Ee-Peng Lim

×4

Zhijing Wu

×4

Papers

Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation
ACL 2026 ·
Yanzhi Tian
,
Cunxiang Wang
,
Zeming Liu
, Heyan Huang,
Wenbo Yu
,
Dawei Song
,
Jie Tang
,
Yuhang Guo
CFlowPsyD: An Analysis-Enhanced Dataset for Asynchronous Psychological Counseling through Self-Optimizing Multi-Agent Framework
ACL 2026 ·
Donghao Li
,
Yifan Deng
,
Jinta Weng
,
Xingsheng Zhang
,
Chenxu Niu
,
Jingyuan Tian
, Heyan Huang,
Yue Hu
Do Retrieval Augmented Language Models Know When They Don't Know?
AAAI 2026 ·
Youchao Zhou
, Heyan Huang,
Yicheng Liu
,
Rui Dai
,
Xinglin Wang
,
Xingchen Zhang
,
Shumin Shi
,
Yang Deng
EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain
ACL 2026 ·
Yi-Fan Lu
,
Xian-Ling Mao
,
Bo Wang
,
Xiao Liu
, Heyan Huang
EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios
ACL 2026 ·
Bin Xu
,
Yu Bai
,
Huashan Sun
,
Yiguan Lin
,
Siming Liu
,
Xinyue Liang
,
Yaolin Li
,
Zhuangzhi Dong
,
Jingren Zhang
,
Yufan Deng
,
Xinyu Zou
,
Yang Gao
, Heyan Huang
Identifying and Analyzing Performance-Critical Tokens in Large Language Models
AAAI 2026 ·
Yu Bai
, Heyan Huang,
Cesare Spinoso Di Piano
,
Sanxing Chen
,
Marc-Antoine Rondeau
,
Yang Gao
,
Jackie Chi Kit Cheung
Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement
AAAI 2026 ·
Jiashu Yao
, Heyan Huang,
Shuang Zeng
,
Chuwei Luo
,
WangJie You
,
Jie Tang
,
Qingsong Liu
,
Yuhang Guo
,
Yangyang Kang
MASS-RAG: Multi-Agent Synthesis Retrieval-Augmented Generation
ACL 2026 ·
Xingchen Xiao
, Heyan Huang,
Runheng Liu
,
Jincheng Xie
MIThinker: A Plug-and-Play Policy-Optimized Thinker For Motivational Interviewing Counseling
ACL 2026 ·
Yizhe Yang
,
Palakorn Achananuparp
, Heyan Huang,
Jing Jiang
,
Ee-Peng Lim
MTAVG-Bench: A Diagnostic Benchmark for Multi-Talker Dialogue-Centric Audio-Video Generation
ACL 2026 ·
Yanghao Zhou
,
Haitian Li
,
Rexar Lin
, Heyan Huang,
Jinxing Zhou
,
Changsen Yuan
,
Tian Lan
,
Ziqin Zhou
,
Yudong Li
,
Jiajun Xu
,
Jingyun Liao
,
YiMing Cheng
,
Xuefeng Chen
,
Xian-Ling Mao
,
Yousheng Feng
Simulated Rewards, Skewed Strategies: Tracing the Acquired Preference Bias in LLM-Based Dialogue Planners
AAAI 2026 · Heyan Huang,
Yizhe Yang
,
Huashan Sun
,
Jiawei Li
,
Yang Gao
A Persona-Aware LLM-Enhanced Framework for Multi-Session Personalized Dialogue Generation
ACL 2025 ·
Dongshuo Liu
,
Zhijing Wu
,
Dandan Song
, Heyan Huang
Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark
ACL 2025 ·
Rong-Cheng Tu
,
Zi-Ao Ma
,
Tian Lan
,
Yuehao Zhao
, Heyan Huang,
Xian-Ling Mao
CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration
ACL 2025 ·
Yizhe Yang
,
Palakorn Achananuparp
, Heyan Huang,
Jing Jiang
,
Phey Ling Kit
,
Nicholas Gabriel Lim
,
Cameron Tan Shi Ern
,
Ee-Peng Lim
Consistent Client Simulation for Motivational Interviewing-based Counseling
ACL 2025 ·
Yizhe Yang
,
Palakorn Achananuparp
, Heyan Huang,
Jing Jiang
,
Nicholas Gabriel Lim
,
Cameron Tan Shi Ern
,
Phey Ling Kit
,
Jenny Giam Xiuhui
,
John Pinto
,
Ee-Peng Lim
Debate, Reflect, and Distill: Multi-Agent Feedback with Tree-Structured Preference Optimization for Efficient Language Model Enhancement
ACL 2025 ·
Xiaofeng Zhou
, Heyan Huang,
Lizi Liao
DocMEdit: Towards Document-Level Model Editing
ACL 2025 ·
Zeng Li
,
Zeming Liu
,
Chong Feng
, Heyan Huang,
Yuhang Guo
ESTJ: Enhancing Structured Tendency Judgment in Hybrid-Modal Table Understanding
ACM MM 2025 ·
Shu-Xun Yang
,
Xian-Ling Mao
, Heyan Huang
FlashBack: Efficient Retrieval-Augmented Language Modeling for Fast Inference
ACL 2025 ·
Runheng Liu
,
Xingchen Xiao
, Heyan Huang,
Zewen Chi
,
Zhijing Wu
How Users Interact with Generative Information Retrieval Systems: A Study of User Behavior and Search Experience
SIGIR 2025 ·
Yidong Liang
,
Zhijing Wu
,
Fan Zhang
,
Dandan Song
, Heyan Huang
Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions
ACL 2025 ·
Chengzhi Li
, Heyan Huang,
Ping Jian
,
Zhen Yang
,
Chenxu Wang
,
Yifan Wang
PRIM: Towards Practical In-Image Multilingual Machine Translation
EMNLP 2025 ·
Yanzhi Tian
,
Zeming Liu
,
Zhengyang Liu
,
Chong Feng
,
Xin Li
, Heyan Huang,
Yuhang Guo
ReFF: Reinforcing Format Faithfulness in Language Models Across Varied Tasks
AAAI 2025 ·
Jiashu Yao
, Heyan Huang,
Zeming Liu
,
Haoyu Wen
,
Wei Su
,
Boao Qian
,
Yuhang Guo
SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection
ACL 2025 ·
Yi-Fan Lu
,
Xian-Ling Mao
,
Tian Lan
,
Tong Zhang
,
Yu-Shi Zhu
, Heyan Huang
SQLWOZ: A Realistic Task-Oriented Dialogue Dataset with SQL-Based Dialogue State Representation for Complex User Requirements
EMNLP 2025 ·
Heng-Da Xu
,
Xian-Ling Mao
,
Fanshu Sun
,
Tian-Yi Che
,
Cheng-Xin Xin
, Heyan Huang
Seeking Inspiration through Human-LLM Interaction
CHI 2025 ·
Xinrui Lin
, Heyan Huang,
Kaihuang Huang
,
Xin Shu
,
John Vines
Training Language Models to Critique With Multi-agent Feedback
EMNLP 2025 ·
Tian Lan
,
Wenwei Zhang
,
Chengqi Lyu
,
Shuaibin Li
,
Chen Xu
, Heyan Huang,
Dahua Lin
,
Xian-Ling Mao
,
Kai Chen
Zero-Shot Detection of LLM-Generated Text via Implicit Reward Model
NeurIPS 2025 ·
Runheng Liu
, Heyan Huang,
Xingchen Xiao
,
Zhijing Wu
A Hierarchical Context Augmentation Method to Improve Retrieval-Augmented LLMs on Scientific Papers
SIGKDD 2024 ·
Tian-Yi Che
,
Xian-Ling Mao
,
Tian Lan
, Heyan Huang
Beyond Labels and Topics: Discovering Causal Relationships in Neural Topic Modeling
WWW 2024 ·
Yi-Kun Tang
, Heyan Huang,
Xuewen Shi
,
Xian-Ling Mao
CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling
EMNLP 2024 ·
Yu Bai
,
Xiyuan Zou
, Heyan Huang,
Sanxing Chen
,
Marc-Antoine Rondeau
,
Yang Gao
,
Jackie C. K. Cheung
CriticEval: Evaluating Large-scale Language Model as Critic
NeurIPS 2024 ·
Tian Lan
,
Wenwei Zhang
,
Chen Xu
, Heyan Huang,
Dahua Lin
,
Kai Chen
,
Xian-Ling Mao
Deterministic Reversible Data Augmentation for Neural Machine Translation
ACL 2024 ·
Jiashu Yao
, Heyan Huang,
Zeming Liu
,
Yuhang Guo
Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey
ACL 2024 ·
Jiawei Li
,
Yizhe Yang
,
Yu Bai
,
Xiaofeng Zhou
,
Yinghao Li
,
Huashan Sun
,
Yuhang Liu
,
Xingpeng Si
,
Yuhao Ye
,
Yixiao Wu
,
Yiguan Lin
,
Bin Xu
,
Ren Bowen
,
Chong Feng
,
Yang Gao
, Heyan Huang
How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment
EMNLP 2024 · Heyan Huang,
Yinghao Li
,
Huashan Sun
,
Yu Bai
,
Yang Gao
Mix-Initiative Response Generation with Dynamic Prefix Tuning
NAACL 2024 ·
Yuxiang Nie
, Heyan Huang,
Xian-Ling Mao
,
Lizi Liao
Online Sequential Decision-Making with Unknown Delays
WWW 2024 ·
Ping Wu
, Heyan Huang,
Zhengyang Liu
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training
ACL 2024 ·
Le Zhuo
,
Zewen Chi
,
Minghao Xu
, Heyan Huang,
Jianan Zhao
,
Heqi Zheng
,
Conghui He
,
Xian-Ling Mao
,
Wentao Zhang
QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism
EMNLP 2024 ·
Bo Wang
, Heyan Huang,
Yixin Cao
,
Jiahao Ying
,
Wei Tang
,
Chong Feng
Query in Your Tongue: Reinforce Large Language Models with Retrievers for Cross-lingual Search Generative Experience
WWW 2024 ·
Ping Guo
,
Yue Hu
,
Yanan Cao
,
Yubing Ren
,
Yunpeng Li
, Heyan Huang
Rethinking Task-Oriented Dialogue Systems: From Complex Modularity to Zero-Shot Autonomous Agent
ACL 2024 ·
Heng-Da Xu
,
Xian-Ling Mao
,
Puhai Yang
,
Fanshu Sun
, Heyan Huang
Span Graph Transformer for Document-Level Named Entity Recognition
AAAI 2024 ·
Hongli Mao
,
Xian-Ling Mao
,
Hanlin Tang
,
Yuming Shang
, Heyan Huang
Span-based Unified Named Entity Recognition Framework via Contrastive Learning
IJCAI 2024 ·
Hongli Mao
,
Xian-Ling Mao
,
Hanlin Tang
,
Yu-Ming Shang
,
Xiaoyan Gao
,
Ao-Jie Ma
, Heyan Huang
Speaker Verification in Agent-generated Conversations
ACL 2024 ·
Yizhe Yang
,
Palakorn Achananuparp
, Heyan Huang,
Jing Jiang
,
Ee-Peng Lim
Steering Large Language Models for Cross-lingual Information Retrieval
SIGIR 2024 ·
Ping Guo
,
Yubing Ren
,
Yue Hu
,
Yanan Cao
,
Yunpeng Li
, Heyan Huang
Word Matters: What Influences Domain Adaptation in Summarization?
ACL 2024 ·
Yinghao Li
,
Siyu Miao
, Heyan Huang,
Yang Gao