PPaperPicks

Heyan Huang

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

DBLP profile ↗ORCID search ↗

Venues

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

Frequent coauthors

Yizhe Yang
DBLP profile ↗ORCID search ↗
×4
Jiashu Yao
DBLP profile ↗ORCID search ↗
×3
Yanzhi Tian
DBLP profile ↗ORCID search ↗
×2
Yi-Fan Lu
DBLP profile ↗ORCID search ↗
×2
Yu Bai
DBLP profile ↗ORCID search ↗
×2
Runheng Liu
DBLP profile ↗ORCID search ↗
×2
Heng-Da Xu
DBLP profile ↗ORCID search ↗
×2
Tian Lan
DBLP profile ↗ORCID search ↗
×2
Ping Guo
DBLP profile ↗ORCID search ↗
×2
Hongli Mao
DBLP profile ↗ORCID search ↗
×2
Donghao Li
DBLP profile ↗ORCID search ↗
×1
Youchao Zhou
DBLP profile ↗ORCID search ↗
×1

Papers

  1. Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation
    ACL 2026 ·
    Yanzhi Tian
    DBLP profile ↗ORCID search ↗
  2. CFlowPsyD: An Analysis-Enhanced Dataset for Asynchronous Psychological Counseling through Self-Optimizing Multi-Agent Framework
    ACL 2026 ·
    Donghao Li
    DBLP profile ↗ORCID search ↗
  3. Do Retrieval Augmented Language Models Know When They Don't Know?
    AAAI 2026 ·
    Youchao Zhou
    DBLP profile ↗ORCID search ↗
  4. EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain
    ACL 2026 ·
    Yi-Fan Lu
    DBLP profile ↗ORCID search ↗
  5. EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios
    ACL 2026 ·
    Bin Xu
    DBLP profile ↗ORCID search ↗
  6. Identifying and Analyzing Performance-Critical Tokens in Large Language Models
    AAAI 2026 ·
    Yu Bai
    DBLP profile ↗ORCID search ↗
  7. Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement
    AAAI 2026 ·
    Jiashu Yao
    DBLP profile ↗ORCID search ↗
  8. MASS-RAG: Multi-Agent Synthesis Retrieval-Augmented Generation
    ACL 2026 ·
    Xingchen Xiao
    DBLP profile ↗ORCID search ↗
  9. MIThinker: A Plug-and-Play Policy-Optimized Thinker For Motivational Interviewing Counseling
    ACL 2026 ·
    Yizhe Yang
    DBLP profile ↗ORCID search ↗
  10. MTAVG-Bench: A Diagnostic Benchmark for Multi-Talker Dialogue-Centric Audio-Video Generation
    ACL 2026 ·
    Yanghao Zhou
    DBLP profile ↗ORCID search ↗
  11. Simulated Rewards, Skewed Strategies: Tracing the Acquired Preference Bias in LLM-Based Dialogue Planners
    AAAI 2026 · Heyan Huang
  12. A Persona-Aware LLM-Enhanced Framework for Multi-Session Personalized Dialogue Generation
    ACL 2025 ·
    Dongshuo Liu
    DBLP profile ↗ORCID search ↗
  13. Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark
    ACL 2025 ·
    Rong-Cheng Tu
    DBLP profile ↗ORCID search ↗
  14. CAMI: A Counselor Agent Supporting Motivational Interviewing through State Inference and Topic Exploration
    ACL 2025 ·
    Yizhe Yang
    DBLP profile ↗ORCID search ↗
  15. Consistent Client Simulation for Motivational Interviewing-based Counseling
    ACL 2025 ·
    Yizhe Yang
    DBLP profile ↗ORCID search ↗
  16. Debate, Reflect, and Distill: Multi-Agent Feedback with Tree-Structured Preference Optimization for Efficient Language Model Enhancement
    ACL 2025 ·
    Xiaofeng Zhou
    DBLP profile ↗ORCID search ↗
  17. DocMEdit: Towards Document-Level Model Editing
    ACL 2025 ·
    Zeng Li
    DBLP profile ↗ORCID search ↗
  18. ESTJ: Enhancing Structured Tendency Judgment in Hybrid-Modal Table Understanding
    ACM MM 2025 ·
    Shu-Xun Yang
    DBLP profile ↗ORCID search ↗
  19. FlashBack: Efficient Retrieval-Augmented Language Modeling for Fast Inference
    ACL 2025 ·
    Runheng Liu
    DBLP profile ↗ORCID search ↗
  20. How Users Interact with Generative Information Retrieval Systems: A Study of User Behavior and Search Experience
    SIGIR 2025 ·
    Yidong Liang
    DBLP profile ↗ORCID search ↗
  21. Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions
    ACL 2025 ·
    Chengzhi Li
    DBLP profile ↗ORCID search ↗
  22. PRIM: Towards Practical In-Image Multilingual Machine Translation
    EMNLP 2025 ·
    Yanzhi Tian
    DBLP profile ↗ORCID search ↗
  23. ReFF: Reinforcing Format Faithfulness in Language Models Across Varied Tasks
    AAAI 2025 ·
    Jiashu Yao
    DBLP profile ↗ORCID search ↗
  24. SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection
    ACL 2025 ·
    Yi-Fan Lu
    DBLP profile ↗ORCID search ↗
  25. SQLWOZ: A Realistic Task-Oriented Dialogue Dataset with SQL-Based Dialogue State Representation for Complex User Requirements
    EMNLP 2025 ·
    Heng-Da Xu
    DBLP profile ↗ORCID search ↗
  26. Seeking Inspiration through Human-LLM Interaction
    CHI 2025 ·
    Xinrui Lin
    DBLP profile ↗ORCID search ↗
  27. Training Language Models to Critique With Multi-agent Feedback
    EMNLP 2025 ·
    Tian Lan
    DBLP profile ↗ORCID search ↗
  28. Zero-Shot Detection of LLM-Generated Text via Implicit Reward Model
    NeurIPS 2025 ·
    Runheng Liu
    DBLP profile ↗ORCID search ↗
  29. A Hierarchical Context Augmentation Method to Improve Retrieval-Augmented LLMs on Scientific Papers
    SIGKDD 2024 ·
    Tian-Yi Che
    DBLP profile ↗ORCID search ↗
  30. Beyond Labels and Topics: Discovering Causal Relationships in Neural Topic Modeling
    WWW 2024 ·
    Yi-Kun Tang
    DBLP profile ↗ORCID search ↗
  31. CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling
    EMNLP 2024 ·
    Yu Bai
    DBLP profile ↗ORCID search ↗
  32. CriticEval: Evaluating Large-scale Language Model as Critic
    NeurIPS 2024 ·
    Tian Lan
    DBLP profile ↗ORCID search ↗
  33. Deterministic Reversible Data Augmentation for Neural Machine Translation
    ACL 2024 ·
    Jiashu Yao
    DBLP profile ↗ORCID search ↗
  34. Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey
    ACL 2024 ·
    Jiawei Li
    DBLP profile ↗ORCID search ↗
  35. How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment
    EMNLP 2024 · Heyan Huang
  36. Mix-Initiative Response Generation with Dynamic Prefix Tuning
    NAACL 2024 ·
    Yuxiang Nie
    DBLP profile ↗ORCID search ↗
  37. Online Sequential Decision-Making with Unknown Delays
    WWW 2024 ·
    Ping Wu
    DBLP profile ↗ORCID search ↗
  38. ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training
    ACL 2024 ·
    Le Zhuo
    DBLP profile ↗ORCID search ↗
  39. QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism
    EMNLP 2024 ·
    Bo Wang
    DBLP profile ↗ORCID search ↗
  40. Query in Your Tongue: Reinforce Large Language Models with Retrievers for Cross-lingual Search Generative Experience
    WWW 2024 ·
    Ping Guo
    DBLP profile ↗ORCID search ↗
  41. Rethinking Task-Oriented Dialogue Systems: From Complex Modularity to Zero-Shot Autonomous Agent
    ACL 2024 ·
    Heng-Da Xu
    DBLP profile ↗ORCID search ↗
  42. Span Graph Transformer for Document-Level Named Entity Recognition
    AAAI 2024 ·
    Hongli Mao
    DBLP profile ↗ORCID search ↗
  43. Span-based Unified Named Entity Recognition Framework via Contrastive Learning
    IJCAI 2024 ·
    Hongli Mao
    DBLP profile ↗ORCID search ↗
  44. Speaker Verification in Agent-generated Conversations
    ACL 2024 ·
    Yizhe Yang
    DBLP profile ↗ORCID search ↗
  45. Steering Large Language Models for Cross-lingual Information Retrieval
    SIGIR 2024 ·
    Ping Guo
    DBLP profile ↗ORCID search ↗
  46. Word Matters: What Influences Domain Adaptation in Summarization?
    ACL 2024 ·
    Yinghao Li
    DBLP profile ↗ORCID search ↗