Juanzi Li

Tsinghua University, Beijing, China

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

DBLP profile ↗ORCID 0000-0002-6244-0664 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Lei Hou

×51

Bin Xu

×18

Zijun Yao

×17

Jifan Yu

×16

Yushi Bai

×15

Xiaozhi Wang

×15

Shangqing Tu

×13

Hao Peng

×13

Jiajie Zhang

×12

Jie Tang

×12

Xin Lv

×11

Yunjia Qi

×10

Papers

Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models
ACL 2026 ·
Nianyi Lin
,
Jiajie Zhang
,
Lei Hou
, Juanzi Li
Can Large Language Models Effectively Support Decision-Making in Sudden Emergencies?
ACL 2026 ·
Mengna Zhu
,
Jibing Wu
,
Lihua Liu
,
Yuran Gong
,
Yang Hao
,
Yachao Fu
,
Mao Wang
,
Lei Hou
, Juanzi Li
Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards
ACL 2026 ·
Jiajie Zhang
,
Xin Lv
,
Ling Feng
,
Lei Hou
, Juanzi Li
DeepPrune: Parallel Scaling without Inter-trace Redundancy
ACL 2026 ·
Shangqing Tu
,
Yaxuan Li
,
Yushi Bai
,
Lei Hou
, Juanzi Li
From Knowing to Teaching: Scaffolding Pedagogical Decisions for LLM Agent
ACL 2026 ·
Yucheng Wang
,
Shen Yang
,
Jifan Yu
,
Haoxuan Li
,
Joy Lim Jia Yin
,
Daniel Zhang-Li
,
Huiqin Liu
,
Lei Hou
, Juanzi Li,
Bin Xu
Personalized Learning Path Planning through Goal-Driven Learner State Modeling
WWW 2026 ·
Joy Lim Jia Yin
,
Ye He
,
Jifan Yu
,
Xin Cong
,
Daniel Zhang-Li
,
Zhiyuan Liu
,
Huiqin Liu
,
Lei Hou
, Juanzi Li,
Bin Xu
RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension
ACL 2026 ·
Yelin Chen
,
Fanjin Zhang
,
Suping Sun
,
Yunhe Pang
,
Yuanchun Wang
,
Jian Song
,
Xiaoyan Li
,
Lei Hou
,
Shu Zhao
,
Jie Tang
, Juanzi Li
SimPBL: A Multi-Agent Framework for Project-Based Learning
ACL 2026 ·
Daniel Zhang-Li
,
Joy Lim Jia Yin
,
Binglin Liu
,
Shangqing Tu
,
Zijun Yao
,
Hao Peng
,
Jifan Yu
,
Haoxuan Li
,
Zhanxin Hao
,
Ye He
,
Zekun Li
,
Jiangyi Wang
,
Lei Hou
,
Bin Xu
,
Xin Cong
,
Zhiyuan Liu
,
Huiqin Liu
,
Yu Zhang
, Juanzi Li
SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models
ACL 2026 ·
Yuhao Wu
,
Yushi Bai
,
Zhiqiang Hu
, Juanzi Li,
Roy Ka-Wei Lee
WildReward: Learning Reward Models from In-the-Wild Human Interactions
ACL 2026 ·
Hao Peng
,
Yunjia Qi
,
Xiaozhi Wang
,
Zijun Yao
,
Lei Hou
, Juanzi Li
AGENTIF: Benchmarking Large Language Models Instruction Following Ability in Agentic Scenarios
NeurIPS 2025 ·
Yunjia Qi
,
Hao Peng
,
Xiaozhi Wang
,
Amy Xin
,
Youfeng Liu
,
Bin Xu
,
Lei Hou
, Juanzi Li
AdaptThink: Reasoning Models Can Learn When to Think
EMNLP 2025 ·
Jiajie Zhang
,
Nianyi Lin
,
Lei Hou
,
Ling Feng
, Juanzi Li
Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems
ACL 2025 ·
Hao Peng
,
Yunjia Qi
,
Xiaozhi Wang
,
Zijun Yao
,
Bin Xu
,
Lei Hou
, Juanzi Li
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning
SIGKDD 2025 ·
Amy Xin
,
Jinxin Liu
,
Zijun Yao
,
Zhicheng Lee
,
Shulin Cao
,
Lei Hou
, Juanzi Li
Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination
SIGKDD 2025 ·
Daniel Zhang-Li
,
Zheyuan Zhang
,
Jifan Yu
,
Joy Lim Jia Yin
,
Shangqing Tu
,
Linlu Gong
,
Haohua Wang
,
Zhiyuan Liu
,
Huiqin Liu
,
Lei Hou
, Juanzi Li
CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning
ICLR 2025 ·
Ji Qi
,
Ming Ding
,
Weihan Wang
,
Yushi Bai
,
Qingsong Lv
,
Wenyi Hong
,
Bin Xu
,
Lei Hou
, Juanzi Li,
Yuxiao Dong
,
Jie Tang
Constraint Back-translation Improves Complex Instruction Following of Large Language Models
CIKM 2025 ·
Yunjia Qi
,
Hao Peng
,
Xiaozhi Wang
,
Bin Xu
,
Lei Hou
, Juanzi Li
EduCraft: A System for Generating Pedagogical Lecture Scripts from Long-Context Multimodal Presentations
CIKM 2025 ·
Yucheng Wang
,
Jifan Yu
,
Daniel Zhang-Li
,
Joy Lim Jia Yin
,
Shangqing Tu
,
Haoxuan Li
,
Zhiyuan Liu
,
Huiqin Liu
,
Lei Hou
, Juanzi Li,
Bin Xu
Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis
ACL 2025 ·
Kejian Zhu
,
Shangqing Tu
,
Zhuoran Jin
,
Lei Hou
, Juanzi Li,
Jun Zhao
EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents
AAAI 2025 ·
Mengna Zhu
,
Kaisheng Zeng
,
Mao Wang
,
Kaiming Xiao
,
Lei Hou
,
Hongbin Huang
, Juanzi Li
How do Transformers Learn Implicit Reasoning?
NeurIPS 2025 ·
Jiaran Ye
,
Zijun Yao
,
Zhidian Huang
,
Liangming Pan
,
Jinxin Liu
,
Yushi Bai
,
Amy Xin
,
Weichuan Liu
,
Xiaoyin Che
,
Lei Hou
, Juanzi Li
Knowledge-to-Jailbreak: Investigating Knowledge-driven Jailbreaking Attacks for Large Language Models
SIGKDD 2025 ·
Shangqing Tu
,
Zhuoran Pan
,
Wenxuan Wang
,
Zhexin Zhang
,
Yuliang Sun
,
Jifan Yu
,
Hongning Wang
,
Lei Hou
, Juanzi Li
LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking
CIKM 2025 ·
Amy Xin
,
Yunjia Qi
,
Zijun Yao
,
Fangwei Zhu
,
Kaisheng Zeng
,
Bin Xu
,
Lei Hou
, Juanzi Li
LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder
EMNLP 2025 ·
Yi Jing
,
Zijun Yao
,
Hongzhu Guo
,
Lingxu Ran
,
Xiaozhi Wang
,
Lei Hou
, Juanzi Li
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
ACL 2025 ·
Yushi Bai
,
Shangqing Tu
,
Jiajie Zhang
,
Hao Peng
,
Xiaozhi Wang
,
Xin Lv
,
Shulin Cao
,
Jiazheng Xu
,
Lei Hou
,
Yuxiao Dong
,
Jie Tang
, Juanzi Li
LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA
ACL 2025 ·
Jiajie Zhang
,
Yushi Bai
,
Xin Lv
,
Wanjun Gu
,
Danqing Liu
,
Minhao Zou
,
Shulin Cao
,
Lei Hou
,
Yuxiao Dong
,
Ling Feng
, Juanzi Li
LongReward: Improving Long-context Large Language Models with AI Feedback
ACL 2025 ·
Jiajie Zhang
,
Zhongni Hou
,
Xin Lv
,
Shulin Cao
,
Zhenyu Hou
,
Yilin Niu
,
Lei Hou
,
Yuxiao Dong
,
Ling Feng
, Juanzi Li
LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models
ACM MM 2025 ·
Shangqing Tu
,
Yucheng Wang
,
Daniel Zhang-Li
,
Yushi Bai
,
Jifan Yu
,
Yuhao Wu
,
Lei Hou
,
Huiqin Liu
,
Zhiyuan Liu
,
Bin Xu
, Juanzi Li
LongWriter: Unleashing 10, 000+ Word Generation from Long Context LLMs
ICLR 2025 ·
Yushi Bai
,
Jiajie Zhang
,
Xin Lv
,
Linzhi Zheng
,
Siqi Zhu
,
Lei Hou
,
Yuxiao Dong
,
Jie Tang
, Juanzi Li
Pre-training Distillation for Large Language Models: A Design Space Exploration
ACL 2025 ·
Hao Peng
,
Xin Lv
,
Yushi Bai
,
Zijun Yao
,
Jiajie Zhang
,
Lei Hou
, Juanzi Li
Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs
ICLR 2025 ·
Haowen Pan
,
Xiaozhi Wang
,
Yixin Cao
,
Zenglin Shi
,
Xun Yang
, Juanzi Li,
Meng Wang
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
ICLR 2025 ·
Yantao Liu
,
Zijun Yao
,
Rui Min
,
Yixin Cao
,
Lei Hou
, Juanzi Li
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation
ACL 2025 ·
Zijun Yao
,
Weijian Qi
,
Liangming Pan
,
Shulin Cao
,
Linmei Hu
,
Weichuan Liu
,
Lei Hou
, Juanzi Li
Simulating Classroom Education with LLM-Empowered Agents
NAACL 2025 ·
Zheyuan Zhang
,
Daniel Zhang-Li
,
Jifan Yu
,
Linlu Gong
,
Jinchang Zhou
,
Zhanxin Hao
,
Jianxiao Jiang
,
Jie Cao
,
Huiqin Liu
,
Zhiyuan Liu
,
Lei Hou
, Juanzi Li
SoAy: A Solution-based LLM API-using Methodology for Academic Information Seeking
SIGKDD 2025 ·
Yuanchun Wang
,
Jifan Yu
,
Zijun Yao
,
Jing Zhang
,
Yuyang Xie
,
Shangqing Tu
,
Yiyang Fu
,
Youhe Feng
,
Jinkai Zhang
,
Jingyao Zhang
,
Bowen Huang
,
Yuanyao Li
,
Huihui Yuan
,
Lei Hou
, Juanzi Li,
Jie Tang
StoryWriter: A Multi-Agent Framework for Long Story Generation
CIKM 2025 ·
Haotian Xia
,
Hao Peng
,
Yunjia Qi
,
Bin Xu
, Juanzi Li,
Lei Hou
,
Xiaozhi Wang
T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling
ICML 2025 ·
Zhenyu Hou
,
Xin Lv
,
Rui Lu
,
Jiajie Zhang
,
Yujiang Li
,
Zijun Yao
, Juanzi Li,
Jie Tang
,
Yuxiao Dong
TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios
ACL 2025 ·
Xiaokang Zhang
,
Sijia Luo
,
Bohan Zhang
,
Zeyao Ma
,
Jing Zhang
,
Yang Li
,
Guanlin Li
,
Zijun Yao
,
Kangli Xu
,
Jinchang Zhou
,
Daniel Zhang-Li
,
Jifan Yu
,
Shu Zhao
, Juanzi Li,
Jie Tang
Towards Understanding Safety Alignment: A Mechanistic Perspective from Safety Neurons
NeurIPS 2025 ·
Jianhui Chen
,
Xiaozhi Wang
,
Zijun Yao
,
Yushi Bai
,
Lei Hou
, Juanzi Li
VerIF: Verification Engineering for Reinforcement Learning in Instruction Following
EMNLP 2025 ·
Hao Peng
,
Yunjia Qi
,
Xiaozhi Wang
,
Bin Xu
,
Lei Hou
, Juanzi Li
VocQuiz: Vocabulary Question Generation for English Language Education
CIKM 2025 ·
Yongqi Li
,
Jiajun Wu
,
Shangqing Tu
,
Jifan Yu
,
Huiqin Liu
,
Lei Hou
, Juanzi Li
ADELIE: Aligning Large Language Models on Information Extraction
EMNLP 2024 ·
Yunjia Qi
,
Hao Peng
,
Xiaozhi Wang
,
Bin Xu
,
Lei Hou
, Juanzi Li
CogVLM: Visual Expert for Pretrained Language Models
NeurIPS 2024 ·
Weihan Wang
,
Qingsong Lv
,
Wenmeng Yu
,
Wenyi Hong
,
Ji Qi
,
Yan Wang
,
Junhui Ji
,
Zhuoyi Yang
,
Lei Zhao
,
Xixuan Song
,
Jiazheng Xu
,
Keqin Chen
,
Bin Xu
, Juanzi Li,
Yuxiao Dong
,
Ming Ding
,
Jie Tang
DiaKoP: Dialogue-based Knowledge-oriented Programming for Neural-symbolic Knowledge Base Question Answering
CIKM 2024 ·
Zhicheng Lee
,
Zhidian Huang
,
Zijun Yao
,
Jinxin Liu
,
Amy Xin
,
Lei Hou
, Juanzi Li
DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction
EMNLP 2024 ·
Minghui Liu
,
Meihan Tong
,
Yangda Peng
,
Lei Hou
, Juanzi Li,
Bin Xu
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering
ACL 2024 ·
Jinxin Liu
,
Shulin Cao
,
Jiaxin Shi
,
Tingjian Zhang
,
Lunyiu Nie
,
Linmei Hu
,
Lei Hou
, Juanzi Li
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases
EMNLP 2024 ·
Jiajie Zhang
,
Shulin Cao
,
Linmei Hu
,
Ling Feng
,
Lei Hou
, Juanzi Li
KoLA: Carefully Benchmarking World Knowledge of Large Language Models
ICLR 2024 ·
Jifan Yu
,
Xiaozhi Wang
,
Shangqing Tu
,
Shulin Cao
,
Daniel Zhang-Li
,
Xin Lv
,
Hao Peng
,
Zijun Yao
,
Xiaohan Zhang
,
Hanming Li
,
Chunyang Li
,
Zheyuan Zhang
,
Yushi Bai
,
Yantao Liu
,
Amy Xin
,
Kaifeng Yun
,
Linlu Gong
,
Nianyi Lin
,
Jianhui Chen
,
Zhili Wu
,
Yunjia Qi
,
Weikai Li
,
Yong Guan
,
Kaisheng Zeng
,
Ji Qi
,
Hailong Jin
,
Jinxin Liu
,
Yu Gu
,
Yuan Yao
,
Ning Ding
,
Lei Hou
,
Zhiyuan Liu
,
Bin Xu
,
Jie Tang
, Juanzi Li
LC4EE: LLMs as Good Corrector for Event Extraction
ACL 2024 ·
Mengna Zhu
,
Kaisheng Zeng
,
Jibing Wu
,
Lihua Liu
,
Hongbin Huang
,
Lei Hou
, Juanzi Li
LM-Interview: An Easy-to-use Smart Interviewer System via Knowledge-guided Language Model Exploitation
EMNLP 2024 ·
Hanming Li
,
Jifan Yu
,
Ruimiao Li
,
Zhanxin Hao
,
Yan Xuan
,
Jiaxi Yuan
,
Bin Xu
, Juanzi Li,
Zhiyuan Liu
Let Me Show You Step by Step: An Interpretable Graph Routing Network for Knowledge-based Visual Question Answering
SIGIR 2024 ·
Duokang Wang
,
Linmei Hu
,
Rui Hao
,
Yingxia Shao
,
Xin Lv
,
Liqiang Nie
, Juanzi Li
LongAlign: A Recipe for Long Context Alignment of Large Language Models
EMNLP 2024 ·
Yushi Bai
,
Xin Lv
,
Jiajie Zhang
,
Yuze He
,
Ji Qi
,
Lei Hou
,
Jie Tang
,
Yuxiao Dong
, Juanzi Li
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
ACL 2024 ·
Yushi Bai
,
Xin Lv
,
Jiajie Zhang
,
Hongchang Lyu
,
Jiankai Tang
,
Zhidian Huang
,
Zhengxiao Du
,
Xiao Liu
,
Aohan Zeng
,
Lei Hou
,
Yuxiao Dong
,
Jie Tang
, Juanzi Li
MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation
ACL 2024 ·
Xiaozhi Wang
,
Hao Peng
,
Yong Guan
,
Kaisheng Zeng
,
Jianhui Chen
,
Lei Hou
,
Xu Han
,
Yankai Lin
,
Zhiyuan Liu
,
Ruobing Xie
,
Jie Zhou
, Juanzi Li
MAVEN-FACT: A Large-scale Event Factuality Detection Dataset
EMNLP 2024 ·
Chunyang Li
,
Hao Peng
,
Xiaozhi Wang
,
Yunjia Qi
,
Lei Hou
,
Bin Xu
, Juanzi Li
MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification
EMNLP 2024 ·
Kai Sun
,
Yushi Bai
,
Ji Qi
,
Lei Hou
, Juan-Zi Li
R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models
SIGKDD 2024 ·
Shangqing Tu
,
Yuanchun Wang
,
Jifan Yu
,
Yuyang Xie
,
Yaran Shi
,
Xiaozhi Wang
,
Jing Zhang
,
Lei Hou
, Juanzi Li
Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking
ACL 2024 ·
Xiaokang Zhang
,
Zijun Yao
,
Jing Zhang
,
Kaifeng Yun
,
Jifan Yu
, Juanzi Li,
Jie Tang
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models
ACL 2024 ·
Shangqing Tu
,
Yuliang Sun
,
Yushi Bai
,
Jifan Yu
,
Lei Hou
, Juanzi Li