PPaperPicks

Juanzi Li

Tsinghua University, Beijing, China

59 papers at tracked venues · 42 at CORE A* · active 2024–2026

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Venues

ACL ×23EMNLP ×10CIKM ×6ICLR ×5SIGKDD ×5NeurIPS ×4AAAI ×1ACM MM ×1ICML ×1NAACL ×1SIGIR ×1WWW ×1

Frequent coauthors

Jiajie Zhang
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Shangqing Tu
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Hao Peng
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Yushi Bai
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Mengna Zhu
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Yunjia Qi
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Yucheng Wang
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Daniel Zhang-Li
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Amy Xin
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Xiaokang Zhang
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Nianyi Lin
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Joy Lim Jia Yin
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Papers

  1. Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models
    ACL 2026 ·
    Nianyi Lin
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  2. Can Large Language Models Effectively Support Decision-Making in Sudden Emergencies?
    ACL 2026 ·
    Mengna Zhu
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  3. Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards
    ACL 2026 ·
    Jiajie Zhang
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  4. DeepPrune: Parallel Scaling without Inter-trace Redundancy
    ACL 2026 ·
    Shangqing Tu
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  5. From Knowing to Teaching: Scaffolding Pedagogical Decisions for LLM Agent
    ACL 2026 ·
    Yucheng Wang
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  6. Personalized Learning Path Planning through Goal-Driven Learner State Modeling
    WWW 2026 ·
    Joy Lim Jia Yin
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  7. RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension
    ACL 2026 ·
    Yelin Chen
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  8. SimPBL: A Multi-Agent Framework for Project-Based Learning
    ACL 2026 ·
    Daniel Zhang-Li
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  9. SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models
    ACL 2026 ·
    Yuhao Wu
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  10. WildReward: Learning Reward Models from In-the-Wild Human Interactions
    ACL 2026 ·
    Hao Peng
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  11. AGENTIF: Benchmarking Large Language Models Instruction Following Ability in Agentic Scenarios
    NeurIPS 2025 ·
    Yunjia Qi
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  12. AdaptThink: Reasoning Models Can Learn When to Think
    EMNLP 2025 ·
    Jiajie Zhang
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  13. Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems
    ACL 2025 ·
    Hao Peng
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  14. AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning
    SIGKDD 2025 ·
    Amy Xin
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  15. Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination
    SIGKDD 2025 ·
    Daniel Zhang-Li
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  16. CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning
    ICLR 2025 ·
    Ji Qi
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  17. Constraint Back-translation Improves Complex Instruction Following of Large Language Models
    CIKM 2025 ·
    Yunjia Qi
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  18. EduCraft: A System for Generating Pedagogical Lecture Scripts from Long-Context Multimodal Presentations
    CIKM 2025 ·
    Yucheng Wang
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  19. Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis
    ACL 2025 ·
    Kejian Zhu
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  20. EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents
    AAAI 2025 ·
    Mengna Zhu
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  21. How do Transformers Learn Implicit Reasoning?
    NeurIPS 2025 ·
    Jiaran Ye
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  22. Knowledge-to-Jailbreak: Investigating Knowledge-driven Jailbreaking Attacks for Large Language Models
    SIGKDD 2025 ·
    Shangqing Tu
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  23. LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking
    CIKM 2025 ·
    Amy Xin
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  24. LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder
    EMNLP 2025 ·
    Yi Jing
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  25. LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
    ACL 2025 ·
    Yushi Bai
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  26. LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA
    ACL 2025 ·
    Jiajie Zhang
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  27. LongReward: Improving Long-context Large Language Models with AI Feedback
    ACL 2025 ·
    Jiajie Zhang
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  28. LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models
    ACM MM 2025 ·
    Shangqing Tu
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  29. LongWriter: Unleashing 10, 000+ Word Generation from Long Context LLMs
    ICLR 2025 ·
    Yushi Bai
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  30. Pre-training Distillation for Large Language Models: A Design Space Exploration
    ACL 2025 ·
    Hao Peng
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  31. Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs
    ICLR 2025 ·
    Haowen Pan
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  32. RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
    ICLR 2025 ·
    Yantao Liu
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  33. SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation
    ACL 2025 ·
    Zijun Yao
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  34. Simulating Classroom Education with LLM-Empowered Agents
    NAACL 2025 ·
    Zheyuan Zhang
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  35. SoAy: A Solution-based LLM API-using Methodology for Academic Information Seeking
    SIGKDD 2025 ·
    Yuanchun Wang
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  36. StoryWriter: A Multi-Agent Framework for Long Story Generation
    CIKM 2025 ·
    Haotian Xia
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  37. T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling
    ICML 2025 ·
    Zhenyu Hou
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  38. TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios
    ACL 2025 ·
    Xiaokang Zhang
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  39. Towards Understanding Safety Alignment: A Mechanistic Perspective from Safety Neurons
    NeurIPS 2025 ·
    Jianhui Chen
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  40. VerIF: Verification Engineering for Reinforcement Learning in Instruction Following
    EMNLP 2025 ·
    Hao Peng
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  41. VocQuiz: Vocabulary Question Generation for English Language Education
    CIKM 2025 ·
    Yongqi Li
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  42. ADELIE: Aligning Large Language Models on Information Extraction
    EMNLP 2024 ·
    Yunjia Qi
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  43. CogVLM: Visual Expert for Pretrained Language Models
    NeurIPS 2024 ·
    Weihan Wang
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  44. DiaKoP: Dialogue-based Knowledge-oriented Programming for Neural-symbolic Knowledge Base Question Answering
    CIKM 2024 ·
    Zhicheng Lee
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  45. DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction
    EMNLP 2024 ·
    Minghui Liu
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  46. How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering
    ACL 2024 ·
    Jinxin Liu
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  47. KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases
    EMNLP 2024 ·
    Jiajie Zhang
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  48. KoLA: Carefully Benchmarking World Knowledge of Large Language Models
    ICLR 2024 ·
    Jifan Yu
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  49. LC4EE: LLMs as Good Corrector for Event Extraction
    ACL 2024 ·
    Mengna Zhu
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  50. LM-Interview: An Easy-to-use Smart Interviewer System via Knowledge-guided Language Model Exploitation
    EMNLP 2024 ·
    Hanming Li
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  51. Let Me Show You Step by Step: An Interpretable Graph Routing Network for Knowledge-based Visual Question Answering
    SIGIR 2024 ·
    Duokang Wang
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  52. LongAlign: A Recipe for Long Context Alignment of Large Language Models
    EMNLP 2024 ·
    Yushi Bai
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  53. LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
    ACL 2024 ·
    Yushi Bai
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  54. MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation
    ACL 2024 ·
    Xiaozhi Wang
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  55. MAVEN-FACT: A Large-scale Event Factuality Detection Dataset
    EMNLP 2024 ·
    Chunyang Li
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  56. MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification
    EMNLP 2024 ·
    Kai Sun
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  57. R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models
    SIGKDD 2024 ·
    Shangqing Tu
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  58. Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking
    ACL 2024 ·
    Xiaokang Zhang
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  59. WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models
    ACL 2024 ·
    Shangqing Tu
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