PPaperPicks

Lei Hou

Tsinghua University, Department of Computer Science and Technology, BDCST, BNRist, KIRC, Institute for Artificial Intelligence, Beijing, China

52 papers at tracked venues · 36 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8907-3526 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×20EMNLP ×9CIKM ×6SIGKDD ×5ICLR ×4NeurIPS ×3WWW ×2AAAI ×1ACM MM ×1NAACL ×1

Frequent coauthors

Jiajie Zhang
DBLP profile ↗ORCID search ↗
×5
Shangqing Tu
DBLP profile ↗ORCID search ↗
×5
Hao Peng
DBLP profile ↗ORCID search ↗
×4
Yushi Bai
DBLP profile ↗ORCID search ↗
×4
Mengna Zhu
DBLP profile ↗ORCID search ↗
×3
Yunjia Qi
DBLP profile ↗ORCID search ↗
×3
Yucheng Wang
DBLP profile ↗ORCID search ↗
×2
Daniel Zhang-Li
DBLP profile ↗ORCID search ↗
×2
Amy Xin
DBLP profile ↗ORCID search ↗
×2
Nianyi Lin
DBLP profile ↗ORCID search ↗
×1
Joy Lim Jia Yin
DBLP profile ↗ORCID search ↗
×1
Yelin Chen
DBLP profile ↗ORCID search ↗
×1

Papers

  1. Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models
    ACL 2026 ·
    Nianyi Lin
    DBLP profile ↗ORCID search ↗
  2. Can Large Language Models Effectively Support Decision-Making in Sudden Emergencies?
    ACL 2026 ·
    Mengna Zhu
    DBLP profile ↗ORCID search ↗
  3. Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards
    ACL 2026 ·
    Jiajie Zhang
    DBLP profile ↗ORCID search ↗
  4. DeepPrune: Parallel Scaling without Inter-trace Redundancy
    ACL 2026 ·
    Shangqing Tu
    DBLP profile ↗ORCID search ↗
  5. From Knowing to Teaching: Scaffolding Pedagogical Decisions for LLM Agent
    ACL 2026 ·
    Yucheng Wang
    DBLP profile ↗ORCID search ↗
  6. Personalized Learning Path Planning through Goal-Driven Learner State Modeling
    WWW 2026 ·
    Joy Lim Jia Yin
    DBLP profile ↗ORCID search ↗
  7. RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension
    ACL 2026 ·
    Yelin Chen
    DBLP profile ↗ORCID search ↗
  8. SimPBL: A Multi-Agent Framework for Project-Based Learning
    ACL 2026 ·
    Daniel Zhang-Li
    DBLP profile ↗ORCID search ↗
  9. WildReward: Learning Reward Models from In-the-Wild Human Interactions
    ACL 2026 ·
    Hao Peng
    DBLP profile ↗ORCID search ↗
  10. AGENTIF: Benchmarking Large Language Models Instruction Following Ability in Agentic Scenarios
    NeurIPS 2025 ·
    Yunjia Qi
    DBLP profile ↗ORCID search ↗
  11. AdaptThink: Reasoning Models Can Learn When to Think
    EMNLP 2025 ·
    Jiajie Zhang
    DBLP profile ↗ORCID search ↗
  12. Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems
    ACL 2025 ·
    Hao Peng
    DBLP profile ↗ORCID search ↗
  13. AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning
    SIGKDD 2025 ·
    Amy Xin
    DBLP profile ↗ORCID search ↗
  14. Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination
    SIGKDD 2025 ·
    Daniel Zhang-Li
    DBLP profile ↗ORCID search ↗
  15. CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning
    ICLR 2025 ·
    Ji Qi
    DBLP profile ↗ORCID search ↗
  16. Constraint Back-translation Improves Complex Instruction Following of Large Language Models
    CIKM 2025 ·
    Yunjia Qi
    DBLP profile ↗ORCID search ↗
  17. EduCraft: A System for Generating Pedagogical Lecture Scripts from Long-Context Multimodal Presentations
    CIKM 2025 ·
    Yucheng Wang
    DBLP profile ↗ORCID search ↗
  18. Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis
    ACL 2025 ·
    Kejian Zhu
    DBLP profile ↗ORCID search ↗
  19. EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents
    AAAI 2025 ·
    Mengna Zhu
    DBLP profile ↗ORCID search ↗
  20. How do Transformers Learn Implicit Reasoning?
    NeurIPS 2025 ·
    Jiaran Ye
    DBLP profile ↗ORCID search ↗
  21. Knowledge-to-Jailbreak: Investigating Knowledge-driven Jailbreaking Attacks for Large Language Models
    SIGKDD 2025 ·
    Shangqing Tu
    DBLP profile ↗ORCID search ↗
  22. LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking
    CIKM 2025 ·
    Amy Xin
    DBLP profile ↗ORCID search ↗
  23. LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder
    EMNLP 2025 ·
    Yi Jing
    DBLP profile ↗ORCID search ↗
  24. LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
    ACL 2025 ·
    Yushi Bai
    DBLP profile ↗ORCID search ↗
  25. LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA
    ACL 2025 ·
    Jiajie Zhang
    DBLP profile ↗ORCID search ↗
  26. LongReward: Improving Long-context Large Language Models with AI Feedback
    ACL 2025 ·
    Jiajie Zhang
    DBLP profile ↗ORCID search ↗
  27. LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models
    ACM MM 2025 ·
    Shangqing Tu
    DBLP profile ↗ORCID search ↗
  28. LongWriter: Unleashing 10, 000+ Word Generation from Long Context LLMs
    ICLR 2025 ·
    Yushi Bai
    DBLP profile ↗ORCID search ↗
  29. Pre-training Distillation for Large Language Models: A Design Space Exploration
    ACL 2025 ·
    Hao Peng
    DBLP profile ↗ORCID search ↗
  30. RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
    ICLR 2025 ·
    Yantao Liu
    DBLP profile ↗ORCID search ↗
  31. SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation
    ACL 2025 ·
    Zijun Yao
    DBLP profile ↗ORCID search ↗
  32. Simulating Classroom Education with LLM-Empowered Agents
    NAACL 2025 ·
    Zheyuan Zhang
    DBLP profile ↗ORCID search ↗
  33. SoAy: A Solution-based LLM API-using Methodology for Academic Information Seeking
    SIGKDD 2025 ·
    Yuanchun Wang
    DBLP profile ↗ORCID search ↗
  34. StoryWriter: A Multi-Agent Framework for Long Story Generation
    CIKM 2025 ·
    Haotian Xia
    DBLP profile ↗ORCID search ↗
  35. Towards Understanding Safety Alignment: A Mechanistic Perspective from Safety Neurons
    NeurIPS 2025 ·
    Jianhui Chen
    DBLP profile ↗ORCID search ↗
  36. VerIF: Verification Engineering for Reinforcement Learning in Instruction Following
    EMNLP 2025 ·
    Hao Peng
    DBLP profile ↗ORCID search ↗
  37. VocQuiz: Vocabulary Question Generation for English Language Education
    CIKM 2025 ·
    Yongqi Li
    DBLP profile ↗ORCID search ↗
  38. ADELIE: Aligning Large Language Models on Information Extraction
    EMNLP 2024 ·
    Yunjia Qi
    DBLP profile ↗ORCID search ↗
  39. DiaKoP: Dialogue-based Knowledge-oriented Programming for Neural-symbolic Knowledge Base Question Answering
    CIKM 2024 ·
    Zhicheng Lee
    DBLP profile ↗ORCID search ↗
  40. DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction
    EMNLP 2024 ·
    Minghui Liu
    DBLP profile ↗ORCID search ↗
  41. Event GDR: Event-Centric Generative Document Retrieval
    WWW 2024 ·
    Yong Guan
    DBLP profile ↗ORCID search ↗
  42. How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering
    ACL 2024 ·
    Jinxin Liu
    DBLP profile ↗ORCID search ↗
  43. KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases
    EMNLP 2024 ·
    Jiajie Zhang
    DBLP profile ↗ORCID search ↗
  44. KoLA: Carefully Benchmarking World Knowledge of Large Language Models
    ICLR 2024 ·
    Jifan Yu
    DBLP profile ↗ORCID search ↗
  45. LC4EE: LLMs as Good Corrector for Event Extraction
    ACL 2024 ·
    Mengna Zhu
    DBLP profile ↗ORCID search ↗
  46. LongAlign: A Recipe for Long Context Alignment of Large Language Models
    EMNLP 2024 ·
    Yushi Bai
    DBLP profile ↗ORCID search ↗
  47. LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
    ACL 2024 ·
    Yushi Bai
    DBLP profile ↗ORCID search ↗
  48. MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation
    ACL 2024 ·
    Xiaozhi Wang
    DBLP profile ↗ORCID search ↗
  49. MAVEN-FACT: A Large-scale Event Factuality Detection Dataset
    EMNLP 2024 ·
    Chunyang Li
    DBLP profile ↗ORCID search ↗
  50. MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification
    EMNLP 2024 ·
    Kai Sun
    DBLP profile ↗ORCID search ↗
  51. R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models
    SIGKDD 2024 ·
    Shangqing Tu
    DBLP profile ↗ORCID search ↗
  52. WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models
    ACL 2024 ·
    Shangqing Tu
    DBLP profile ↗ORCID search ↗