Junyang Lin

52 papers at tracked venues · 40 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×20 EMNLP ×10 NeurIPS ×7 ICLR ×5 ICML ×4 AAAI ×2 ICCV ×2 ECCV ×1 NAACL ×1

Frequent coauthors

Dayiheng Liu

×14

Bowen Yu

×13

Jingren Zhou

×12

Binyuan Hui

×11

Yichang Zhang

×8

Jiaxi Yang

×7

Zeyu Cui

×6

Fei Huang

×6

An Yang

×5

Zhenru Zhang

×5

Jian Yang

×5

Runji Lin

×5

Papers

DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints
ACL 2026 ·
Yinger Zhang
,
Shutong Jiang
,
Renhao Li
,
Jianhong Tu
,
Yang Su
,
Lianghao Deng
,
Xudong Guo
,
Chenxu Lv
, Junyang Lin
From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning
ACL 2026 ·
Jiajun Zhang
,
Zeyu Cui
,
Jiaxi Yang
,
Lei Zhang
,
Yuheng Jing
,
Zeyao Ma
,
Tianyi Bai
,
Zilei Wang
,
Qiang Liu
,
Liang Wang
,
Binyuan Hui
, Junyang Lin
HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs
ACL 2026 ·
Ru Peng
,
Tianyu Zhao
,
Xijun Gu
,
Zhiting Fan
,
Haokai Xu
,
Jinyang Zhang
,
Yawen Zeng
,
Yihong Zhuang
,
Kexin Yang
, Junyang Lin,
Dayiheng Liu
,
Junbo Zhao
Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models
ACL 2026 ·
Binghai Wang
,
Yantao Liu
,
Yuxuan Liu
,
Tianyi Tang
,
Shenzhi Wang
,
Chang Gao
,
Chujie Zheng
,
Yichang Zhang
,
Le Yu
,
Shixuan Liu
,
Tao Gui
,
Qi Zhang
,
Xuanjing Huang
,
Bowen Yu
,
Fei Huang
, Junyang Lin
PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice
ACL 2026 ·
Yuzhen Shi
,
Huanghai Liu
,
Yiran Hu
,
Gaojie Song
,
Xinran Xu
,
Yubo Ma
,
Tianyi Tang
,
Li Zhang
,
Qingjing Chen
,
Di Feng
,
Wenbo Lv
,
Weiheng Wu
,
Kexin Yang
,
Sen Yang
,
Wei Wang
,
Rongyao Shi
,
Yuanyang Qiu
,
Yuemeng Qi
,
Jingwen Zhang
,
Xiaoyu Sui
,
Yifan Chen
,
Yi Zhang
,
An Yang
,
Bowen Yu
,
Dayiheng Liu
, Junyang Lin,
Weixing Shen
,
Bing Zhao
,
Charles L. A. Clarke
,
Hu Wei
ToolRM: Towards Agentic Tool-Use Reward Modeling
ACL 2026 ·
Renhao Li
,
Jianhong Tu
,
Yang Su
,
Yantao Liu
,
Fei Huang
,
Hamid Alinejad-Rokny
,
Derek F. Wong
, Junyang Lin,
Min Yang
Towards Better Correctness and Efficiency in Code Generation
AAAI 2026 ·
Yunlong Feng
,
Yang Xu
,
Xiao Xu
,
Binyuan Hui
, Junyang Lin
UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents
ACL 2026 ·
Yifan Ji
,
Zhipeng Xu
,
Zhenghao Liu
,
Zulong Chen
,
Qian Zhang
,
Zhibo Yang
, Junyang Lin,
Yu Gu
,
Ge Yu
,
Maosong Sun
A Probabilistic Inference Scaling Theory for LLM Self-Correction
EMNLP 2025 ·
Zhe Yang
,
Yichang Zhang
,
Yudong Wang
,
Ziyao Xu
, Junyang Lin,
Zhifang Sui
A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation
ICLR 2025 ·
Liang Chen
,
Sinan Tan
,
Zefan Cai
,
Weichu Xie
,
Haozhe Zhao
,
Yichi Zhang
, Junyang Lin,
Jinze Bai
,
Tianyu Liu
,
Baobao Chang
Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models
ACL 2025 ·
Wenrui Liu
,
Zhifang Guo
,
Jin Xu
,
Yuanjun Lv
,
Yunfei Chu
,
Zemin Liu
, Junyang Lin
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
NeurIPS 2025 ·
Shenzhi Wang
,
Le Yu
,
Chang Gao
,
Chujie Zheng
,
Shixuan Liu
,
Rui Lu
,
Kai Dang
,
Xiong-Hui Chen
,
Jianxin Yang
,
Zhenru Zhang
,
Yuqiong Liu
,
An Yang
,
Andrew Zhao
,
Yang Yue
,
Shiji Song
,
Bowen Yu
,
Gao Huang
, Junyang Lin
CARE: Decoding-Time Safety Alignment via Rollback and Introspection Intervention
NeurIPS 2025 ·
Xiaomeng Hu
,
Fei Huang
,
Chenhan Yuan
, Junyang Lin,
Tsung-Yi Ho
CC-OCR: A Comprehensive and Challenging OCR Benchmark for Evaluating Large Multimodal Models in Literacy
ICCV 2025 ·
Zhibo Yang
,
Jun Tang
,
Zhaohai Li
,
Pengfei Wang
,
Jianqiang Wan
,
Humen Zhong
,
Xuejing Liu
,
Mingkun Yang
,
Peng Wang
,
Shuai Bai
,
Lianwen Jin
, Junyang Lin
CateKV: On Sequential Consistency for Long-Context LLM Inference Acceleration
ICML 2025 ·
Haoyun Jiang
,
Haolin Li
,
Jianwei Zhang
,
Fei Huang
,
Qiang Hu
,
Minmin Sun
,
Shuai Xiao
,
Yong Li
, Junyang Lin,
Jiangchao Yao
Chain of Execution Supervision Promotes General Reasoning in Large Language Models
NeurIPS 2025 ·
Nuo Chen
,
Zehua Li
,
Keqin Bao
, Junyang Lin,
Dayiheng Liu
CodeArena: Evaluating and Aligning CodeLLMs on Human Preference
EMNLP 2025 ·
Jian Yang
,
Jiaxi Yang
,
Wei Zhang
,
Ke Jin
,
Yibo Miao
,
Lei Zhang
,
Liqun Yang
,
Zeyu Cui
,
Yichang Zhang
,
Zhoujun Li
,
Binyuan Hui
, Junyang Lin
Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs
ACL 2025 ·
Zhe Yang
,
Yichang Zhang
,
Yudong Wang
,
Ziyao Xu
, Junyang Lin,
Zhifang Sui
DataMan: Data Manager for Pre-training Large Language Models
ICLR 2025 ·
Ru Peng
,
Kexin Yang
,
Yawen Zeng
, Junyang Lin,
Dayiheng Liu
,
Junbo Zhao
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models
ACL 2025 ·
Zihan Qiu
,
Zeyu Huang
,
Bo Zheng
,
Kaiyue Wen
,
Zekun Wang
,
Rui Men
,
Ivan Titov
,
Dayiheng Liu
,
Jingren Zhou
, Junyang Lin
Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning
ACL 2025 ·
Ziang Ye
,
Zhenru Zhang
,
Yang Zhang
,
Jianxin Ma
, Junyang Lin,
Fuli Feng
Efficient Long Context Fine-tuning with Chunk Flow
ICML 2025 ·
Xiulong Yuan
,
Hongtao Xu
,
Wenting Shen
,
Ang Wang
,
Xiafei Qiu
,
Jie Zhang
,
Yuqiong Liu
,
Bowen Yu
, Junyang Lin,
Mingzhen Li
,
Weile Jia
,
Yong Li
,
Wei Lin
FPE2M2: Approaching Lossless and Efficient Quantization with Native Floating Point
ACL 2025 ·
Ke Yi
,
Jianwei Zhang
,
Zhiying Xu
,
Xinlong Yang
,
Yang Zhou
,
Minmin Sun
,
Zengke Liu
,
Tong Zhang
, Junyang Lin,
Jingren Zhou
Fine-Tuning Language Models with Collaborative and Semantic Experts
AAAI 2025 ·
Jiaxi Yang
,
Binyuan Hui
,
Min Yang
,
Jian Yang
,
Lei Zhang
,
Qiang Qu
, Junyang Lin
Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
NeurIPS 2025 ·
Zihan Qiu
,
Zekun Wang
,
Bo Zheng
,
Zeyu Huang
,
Kaiyue Wen
,
Songlin Yang
,
Rui Men
,
Le Yu
,
Fei Huang
,
Suozhi Huang
,
Dayiheng Liu
,
Jingren Zhou
, Junyang Lin
HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning
ACL 2025 ·
Xiaoyuan Li
,
Moxin Li
,
Rui Men
,
Yichang Zhang
,
Keqin Bao
,
Wenjie Wang
,
Fuli Feng
,
Dayiheng Liu
, Junyang Lin
InSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training
ACL 2025 ·
Dingdong Wang
,
Jin Xu
,
Ruihang Chu
,
Zhifang Guo
,
Xiong Wang
,
Jincenzi Wu
,
Dongchao Yang
,
Shengpeng Ji
, Junyang Lin
LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability
EMNLP 2025 ·
Zikai Xiao
,
Fei Huang
,
Jianhong Tu
,
Jianhui Wei
,
Wen Ma
,
Yuxuan Zhou
,
Jian Wu
,
Bowen Yu
,
Zuozhu Liu
, Junyang Lin
MARGE: Improving Math Reasoning with Guided Exploration
ICML 2025 ·
Jingyue Gao
,
Runji Lin
,
Keming Lu
,
Bowen Yu
, Junyang Lin,
Jianyu Chen
Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control is Easier than You Think
ICCV 2025 ·
Liang Chen
,
Shuai Bai
,
Wenhao Chai
,
Weichu Xie
,
Haozhe Zhao
,
Leon Vinci
, Junyang Lin,
Baobao Chang
NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines
EMNLP 2025 ·
Jinyang Zhang
,
Kexin Yang
,
Yu Wan
,
Muyang Ye
,
Baosong Yang
,
Fei Huang
, Junyang Lin,
Dayiheng Liu
OpenHands: An Open Platform for AI Software Developers as Generalist Agents
ICLR 2025 ·
Xingyao Wang
,
Boxuan Li
,
Yufan Song
,
Frank F. Xu
,
Xiangru Tang
,
Mingchen Zhuge
,
Jiayi Pan
,
Yueqi Song
,
Bowen Li
,
Jaskirat Singh
,
Hoang H. Tran
,
Fuqiang Li
,
Ren Ma
,
Mingzhang Zheng
,
Bill Qian
,
Yanjun Shao
,
Niklas Muennighoff
,
Yizhe Zhang
,
Binyuan Hui
, Junyang Lin,
et al.
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs
EMNLP 2025 ·
Yidan Zhang
,
Yu Wan
,
Boyi Deng
,
Baosong Yang
,
Haoran Wei
,
Fei Huang
,
Bowen Yu
,
Dayiheng Liu
, Junyang Lin,
Fei Huang
,
Jingren Zhou
Parallel Scaling Law for Language Models
NeurIPS 2025 ·
Mouxiang Chen
,
Binyuan Hui
,
Zeyu Cui
,
Jiaxi Yang
,
Dayiheng Liu
,
Jianling Sun
, Junyang Lin,
Zhongxin Liu
PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts
NeurIPS 2025 ·
Yiming Wang
,
Pei Zhang
,
Jialong Tang
,
Hao-Ran Wei
,
Baosong Yang
,
Rui Wang
,
Chenshu Sun
,
Feitong Sun
,
Jiran Zhang
,
Junxuan Wu
,
Qiqian Cang
,
Yichang Zhang
,
Fei Huang
, Junyang Lin,
Fei Huang
,
Jingren Zhou
ProcessBench: Identifying Process Errors in Mathematical Reasoning
ACL 2025 ·
Chujie Zheng
,
Zhenru Zhang
,
Beichen Zhang
,
Runji Lin
,
Keming Lu
,
Bowen Yu
,
Dayiheng Liu
,
Jingren Zhou
, Junyang Lin
Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning
ACL 2025 ·
Jian Yang
,
Wei Zhang
,
Yibo Miao
,
Shanghaoran Quan
,
Zhenhe Wu
,
Qiyao Peng
,
Liqun Yang
,
Tianyu Liu
,
Zeyu Cui
,
Binyuan Hui
, Junyang Lin
RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing
EMNLP 2025 ·
Hao Xiang
,
Tianyi Tang
,
Yang Su
,
Bowen Yu
,
An Yang
,
Fei Huang
,
Yichang Zhang
,
Yaojie Lu
,
Hongyu Lin
,
Xianpei Han
,
Jingren Zhou
, Junyang Lin,
Le Sun
Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability
ACL 2025 ·
Chiwei Zhu
,
Benfeng Xu
,
An Yang
, Junyang Lin,
Quan Wang
,
Chang Zhou
,
Zhendong Mao
Rethinking Data Selection at Scale: Random Selection is Almost All You Need
EMNLP 2025 ·
Tingyu Xia
,
Bowen Yu
,
Kai Dang
,
An Yang
,
Yuan Wu
,
Yuan Tian
,
Yi Chang
, Junyang Lin
Rotated Runtime Smooth: Training-Free Activation Smoother for accurate INT4 inference
ICLR 2025 ·
Ke Yi
,
Zengke Liu
,
Jianwei Zhang
,
Chengyuan Li
,
Tong Zhang
, Junyang Lin,
Jingren Zhou
START: Self-taught Reasoner with Tools
EMNLP 2025 ·
Chengpeng Li
,
Mingfeng Xue
,
Zhenru Zhang
,
Jiaxi Yang
,
Beichen Zhang
,
Bowen Yu
,
Binyuan Hui
, Junyang Lin,
Xiang Wang
,
Dayiheng Liu
Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models
ACL 2025 ·
Hao Xiang
,
Bowen Yu
,
Hongyu Lin
,
Keming Lu
,
Yaojie Lu
,
Xianpei Han
,
Ben He
,
Le Sun
,
Jingren Zhou
, Junyang Lin
Synthesizing Software Engineering Data in a Test-Driven Manner
ICML 2025 ·
Lei Zhang
,
Jiaxi Yang
,
Min Yang
,
Jian Yang
,
Mouxiang Chen
,
Jiajun Zhang
,
Zeyu Cui
,
Binyuan Hui
, Junyang Lin
Teaching Language Models to Reason with Tools
NeurIPS 2025 ·
Chengpeng Li
,
Zhengyang Tang
,
Ziniu Li
,
Mingfeng Xue
,
Keqin Bao
,
Tian Ding
,
Ruoyu Sun
,
Benyou Wang
,
Xiang Wang
, Junyang Lin,
Dayiheng Liu
The Lessons of Developing Process Reward Models in Mathematical Reasoning
ACL 2025 ·
Zhenru Zhang
,
Chujie Zheng
,
Yangzhen Wu
,
Beichen Zhang
,
Runji Lin
,
Bowen Yu
,
Dayiheng Liu
,
Jingren Zhou
, Junyang Lin
Turning the Tide: Repository-based Code Reflection
EMNLP 2025 ·
Wei Zhang
,
Jian Yang
,
Jiaxi Yang
,
Ya Wang
,
Zhoujun Li
,
Zeyu Cui
,
Binyuan Hui
, Junyang Lin
#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models
ICLR 2024 ·
Keming Lu
,
Hongyi Yuan
,
Zheng Yuan
,
Runji Lin
, Junyang Lin,
Chuanqi Tan
,
Chang Zhou
,
Jingren Zhou
An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models
ECCV 2024 ·
Liang Chen
,
Haozhe Zhao
,
Tianyu Liu
,
Shuai Bai
, Junyang Lin,
Chang Zhou
,
Baobao Chang
Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones?
EMNLP 2024 ·
Zhe Yang
,
Yichang Zhang
,
Tianyu Liu
,
Jian Yang
, Junyang Lin,
Chang Zhou
,
Zhifang Sui
Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models
NAACL 2024 ·
Keming Lu
,
Hongyi Yuan
,
Runji Lin
, Junyang Lin,
Zheng Yuan
,
Chang Zhou
,
Jingren Zhou
Synthesizing Text-to-SQL Data from Weak and Strong LLMs
ACL 2024 ·
Jiaxi Yang
,
Binyuan Hui
,
Min Yang
,
Jian Yang
, Junyang Lin,
Chang Zhou