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Junyang Lin

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

69

Venues

13

Active years

2018–2026

Best venue rank

A*

Where they publish

Papers

69 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAITowards Better Correctness and Efficiency in Code Generation.Yunlong Feng, Yang Xu, Xiao Xu, Binyuan Hui, Junyang Lin
2026ACLUNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents.Yifan Ji, Zhipeng Xu, Zhenghao Liu, Zulong Chen, Qian Zhang, Zhibo Yang, Junyang Lin, Yu Gu, Ge Yu, Maosong Sun
2026ACLToolRM: Towards Agentic Tool-Use Reward Modeling.Renhao Li, Jianhong Tu, Yang Su, Yantao Liu, Fei Huang, Hamid Alinejad-Rokny, Derek F. Wong, Junyang Lin, Min Yang
2026ACLHSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs.Ru Peng, Tianyu Zhao, Xijun Gu, Zhiting Fan, Haokai Xu, Jinyang Zhang, Yawen Zeng, Yihong Zhuang, Kexin Yang, Junyang Lin, Dayiheng Liu, Junbo Zhao
2026ACLPLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice.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
2026ACLOutcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models.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
2026ACLFrom Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning.Jiajun Zhang, Zeyu Cui, Jiaxi Yang, Lei Zhang, Yuheng Jing, Zeyao Ma, Tianyi Bai, Zilei Wang, Qiang Liu, Liang Wang, Binyuan Hui, Junyang Lin
2026ACLDeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints.Yinger Zhang, Shutong Jiang, Renhao Li, Jianhong Tu, Yang Su, Lianghao Deng, Xudong Guo, Chenxu Lv, Junyang Lin
2025AAAIFine-Tuning Language Models with Collaborative and Semantic Experts.Jiaxi Yang, Binyuan Hui, Min Yang, Jian Yang, Lei Zhang, Qiang Qu, Junyang Lin
2025ACLFPE2M2: Approaching Lossless and Efficient Quantization with Native Floating Point.Ke Yi, Jianwei Zhang, Zhiying Xu, Xinlong Yang, Yang Zhou, Minmin Sun, Zengke Liu, Tong Zhang, Junyang Lin, Jingren Zhou
2025ACLAnalyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models.Wenrui Liu, Zhifang Guo, Jin Xu, Yuanjun Lv, Yunfei Chu, Zemin Liu, Junyang Lin
2025ACLConfidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs.Zhe Yang, Yichang Zhang, Yudong Wang, Ziyao Xu, Junyang Lin, Zhifang Sui
2025ACLHellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning.Xiaoyuan Li, Moxin Li, Rui Men, Yichang Zhang, Keqin Bao, Wenjie Wang, Fuli Feng, Dayiheng Liu, Junyang Lin
2025ACLDemons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models.Zihan Qiu, Zeyu Huang, Bo Zheng, Kaiyue Wen, Zekun Wang, Rui Men, Ivan Titov, Dayiheng Liu, Jingren Zhou, Junyang Lin
2025ACLInSerter: Speech Instruction Following with Unsupervised Interleaved Pre-training.Dingdong Wang, Jin Xu, Ruihang Chu, Zhifang Guo, Xiong Wang, Jincenzi Wu, Dongchao Yang, Shengpeng Ji, Junyang Lin
2025ACLSelf-Steering Optimization: Autonomous Preference Optimization for Large Language Models.Hao Xiang, Bowen Yu, Hongyu Lin, Keming Lu, Yaojie Lu, Xianpei Han, Ben He, Le Sun, Jingren Zhou, Junyang Lin
2025ACLQwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning.Jian Yang, Wei Zhang, Yibo Miao, Shanghaoran Quan, Zhenhe Wu, Qiyao Peng, Liqun Yang, Tianyu Liu, Zeyu Cui, Binyuan Hui, Junyang Lin
2025ACLDisentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning.Ziang Ye, Zhenru Zhang, Yang Zhang, Jianxin Ma, Junyang Lin, Fuli Feng
2025ACLThe Lessons of Developing Process Reward Models in Mathematical Reasoning.Zhenru Zhang, Chujie Zheng, Yangzhen Wu, Beichen Zhang, Runji Lin, Bowen Yu, Dayiheng Liu, Jingren Zhou, Junyang Lin
2025ACLProcessBench: Identifying Process Errors in Mathematical Reasoning.Chujie Zheng, Zhenru Zhang, Beichen Zhang, Runji Lin, Keming Lu, Bowen Yu, Dayiheng Liu, Jingren Zhou, Junyang Lin
2025ACLRationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability.Chiwei Zhu, Benfeng Xu, An Yang, Junyang Lin, Quan Wang, Chang Zhou, Zhendong Mao
2025EMNLPSTART: Self-taught Reasoner with Tools.Chengpeng Li, Mingfeng Xue, Zhenru Zhang, Jiaxi Yang, Beichen Zhang, Bowen Yu, Binyuan Hui, Junyang Lin, Xiang Wang, Dayiheng Liu
2025EMNLPRMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing.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
2025EMNLPLongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability.Zikai Xiao, Fei Huang, Jianhong Tu, Jianhui Wei, Wen Ma, Yuxuan Zhou, Jian Wu, Bowen Yu, Zuozhu Liu, Junyang Lin
2025EMNLPRethinking Data Selection at Scale: Random Selection is Almost All You Need.Tingyu Xia, Bowen Yu, Kai Dang, An Yang, Yuan Wu, Yuan Tian, Yi Chang, Junyang Lin
2025EMNLPCodeArena: Evaluating and Aligning CodeLLMs on Human Preference.Jian Yang, Jiaxi Yang, Wei Zhang, Ke Jin, Yibo Miao, Lei Zhang, Liqun Yang, Zeyu Cui, Yichang Zhang, Zhoujun Li, Binyuan Hui, Junyang Lin
2025EMNLPA Probabilistic Inference Scaling Theory for LLM Self-Correction.Zhe Yang, Yichang Zhang, Yudong Wang, Ziyao Xu, Junyang Lin, Zhifang Sui
2025EMNLPP-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs.Yidan Zhang, Yu Wan, Boyi Deng, Baosong Yang, Haoran Wei, Fei Huang, Bowen Yu, Dayiheng Liu, Junyang Lin, Fei Huang, Jingren Zhou
2025EMNLPNOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines.Jinyang Zhang, Kexin Yang, Yu Wan, Muyang Ye, Baosong Yang, Fei Huang, Junyang Lin, Dayiheng Liu
2025EMNLPTurning the Tide: Repository-based Code Reflection.Wei Zhang, Jian Yang, Jiaxi Yang, Ya Wang, Zhoujun Li, Zeyu Cui, Binyuan Hui, Junyang Lin
2025ICCVMultimodal Representation Alignment for Image Generation: Text-Image Interleaved Control is Easier than You Think.Liang Chen, Shuai Bai, Wenhao Chai, Weichu Xie, Haozhe Zhao, Leon Vinci, Junyang Lin, Baobao Chang
2025ICCVCC-OCR: A Comprehensive and Challenging OCR Benchmark for Evaluating Large Multimodal Models in Literacy.Zhibo Yang, Jun Tang, Zhaohai Li, Pengfei Wang, Jianqiang Wan, Humen Zhong, Xuejing Liu, Mingkun Yang, Peng Wang, Shuai Bai, Lianwen Jin, Junyang Lin
2025ICLROpenHands: An Open Platform for AI Software Developers as Generalist Agents.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.
2025ICLRRotated Runtime Smooth: Training-Free Activation Smoother for accurate INT4 inference.Ke Yi, Zengke Liu, Jianwei Zhang, Chengyuan Li, Tong Zhang, Junyang Lin, Jingren Zhou
2025ICLRA Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation.Liang Chen, Sinan Tan, Zefan Cai, Weichu Xie, Haozhe Zhao, Yichi Zhang, Junyang Lin, Jinze Bai, Tianyu Liu, Baobao Chang
2025ICLRDataMan: Data Manager for Pre-training Large Language Models.Ru Peng, Kexin Yang, Yawen Zeng, Junyang Lin, Dayiheng Liu, Junbo Zhao
2025ICMLSynthesizing Software Engineering Data in a Test-Driven Manner.Lei Zhang, Jiaxi Yang, Min Yang, Jian Yang, Mouxiang Chen, Jiajun Zhang, Zeyu Cui, Binyuan Hui, Junyang Lin
2025ICMLMARGE: Improving Math Reasoning with Guided Exploration.Jingyue Gao, Runji Lin, Keming Lu, Bowen Yu, Junyang Lin, Jianyu Chen
2025ICMLCateKV: On Sequential Consistency for Long-Context LLM Inference Acceleration.Haoyun Jiang, Haolin Li, Jianwei Zhang, Fei Huang, Qiang Hu, Minmin Sun, Shuai Xiao, Yong Li, Junyang Lin, Jiangchao Yao
2025ICMLEfficient Long Context Fine-tuning with Chunk Flow.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
2024ACLSynthesizing Text-to-SQL Data from Weak and Strong LLMs.Jiaxi Yang, Binyuan Hui, Min Yang, Jian Yang, Junyang Lin, Chang Zhou
2024ECCVAn Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models.Liang Chen, Haozhe Zhao, Tianyu Liu, Shuai Bai, Junyang Lin, Chang Zhou, Baobao Chang
2024EMNLPCan Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones?Zhe Yang, Yichang Zhang, Tianyu Liu, Jian Yang, Junyang Lin, Chang Zhou, Zhifang Sui
2024ICLR#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models.Keming Lu, Hongyi Yuan, Zheng Yuan, Runji Lin, Junyang Lin, Chuanqi Tan, Chang Zhou, Jingren Zhou
2024NAACLRouting to the Expert: Efficient Reward-guided Ensemble of Large Language Models.Keming Lu, Hongyi Yuan, Runji Lin, Junyang Lin, Zheng Yuan, Chang Zhou, Jingren Zhou
2023ACLTransferring General Multimodal Pretrained Models to Text Recognition.Junyang Lin, Xuancheng Ren, Yichang Zhang, Gao Liu, Peng Wang, An Yang, Chang Zhou
2023ACLPrompt Tuning for Unified Multimodal Pretrained Models.Hao Yang, Junyang Lin, An Yang, Peng Wang, Chang Zhou
2022ICMLModality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably).Yu Huang, Junyang Lin, Chang Zhou, Hongxia Yang, Longbo Huang
2022ICMLOFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework.Peng Wang, An Yang, Rui Men, Junyang Lin, Shuai Bai, Zhikang Li, Jianxin Ma, Chang Zhou, Jingren Zhou, Hongxia Yang
2022PPoPPBaGuaLu: targeting brain scale pretrained models with over 37 million cores.Zixuan Ma, Jiaao He, Jiezhong Qiu, Huanqi Cao, Yuanwei Wang, Zhenbo Sun, Liyan Zheng, Haojie Wang, Shizhi Tang, Tianyu Zheng, Junyang Lin, Guanyu Feng, Zeqiang Huang, Jie Gao, Aohan Zeng, Jianwei Zhang, Runxin Zhong, Tianhui Shi, Sha Liu, Weimin Zheng, Jie Tang, Hongxia Yang, Xin Liu, Jidong Zhai, Wenguang Chen
2021ACLLearning Relation Alignment for Calibrated Cross-modal Retrieval.Shuhuai Ren, Junyang Lin, Guangxiang Zhao, Rui Men, An Yang, Jingren Zhou, Xu Sun, Hongxia Yang
2021ACLSketch and Refine: Towards Faithful and Informative Table-to-Text Generation.Peng Wang, Junyang Lin, An Yang, Chang Zhou, Yichang Zhang, Jingren Zhou, Hongxia Yang
2021CVPRConnecting Language and Vision for Natural Language-Based Vehicle Retrieval.Shuai Bai, Zhedong Zheng, Xiaohan Wang, Junyang Lin, Zhu Zhang, Chang Zhou, Hongxia Yang, Yi Yang
2021ICMLKNAS: Green Neural Architecture Search.Jingjing Xu, Liang Zhao, Junyang Lin, Rundong Gao, Xu Sun, Hongxia Yang
2021KDDM6: Multi-Modality-to-Multi-Modality Multitask Mega-transformer for Unified Pretraining.Junyang Lin, Rui Men, An Yang, Chang Zhou, Yichang Zhang, Peng Wang, Jingren Zhou, Jie Tang, Hongxia Yang
2019ACLImitation Learning for Non-Autoregressive Neural Machine Translation.Bingzhen Wei, Mingxuan Wang, Hao Zhou, Junyang Lin, Xu Sun
2019ACLA Deep Reinforced Sequence-to-Set Model for Multi-Label Classification.Pengcheng Yang, Fuli Luo, Shuming Ma, Junyang Lin, Xu Sun
2019EMNLPTowards Knowledge-Based Recommender Dialog System.Qibin Chen, Junyang Lin, Yichang Zhang, Ming Ding, Yukuo Cen, Hongxia Yang, Jie Tang
2019EMNLPSpecificity-Driven Cascading Approach for Unsupervised Sentiment Modification.Pengcheng Yang, Junyang Lin, Jingjing Xu, Jun Xie, Qi Su, Xu Sun
2019KDDTowards Knowledge-Based Personalized Product Description Generation in E-commerce.Qibin Chen, Junyang Lin, Yichang Zhang, Hongxia Yang, Jingren Zhou, Jie Tang
2018ACLGlobal Encoding for Abstractive Summarization.Junyang Lin, Xu Sun, Shuming Ma, Qi Su
2018ACLAutoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization.Shuming Ma, Xu Sun, Junyang Lin, Houfeng Wang
2018ACLBag-of-Words as Target for Neural Machine Translation.Shuming Ma, Xu Sun, Yizhong Wang, Junyang Lin
2018COLINGDeconvolution-Based Global Decoding for Neural Machine Translation.Junyang Lin, Xu Sun, Xuancheng Ren, Shuming Ma, Jinsong Su, Qi Su
2018EMNLPLearning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation.Junyang Lin, Xu Sun, Xuancheng Ren, Muyu Li, Qi Su
2018EMNLPSemantic-Unit-Based Dilated Convolution for Multi-Label Text Classification.Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun
2018EMNLPAn Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation.Liangchen Luo, Jingjing Xu, Junyang Lin, Qi Zeng, Xu Sun
2018EMNLPDiversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation.Jingjing Xu, Xuancheng Ren, Junyang Lin, Xu Sun
2018IJCAIA Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification.Shuming Ma, Xu Sun, Junyang Lin, Xuancheng Ren