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Binyuan Hui

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

39

Venues

9

Active years

2020–2026

Best venue rank

A*

Where they publish

Papers

39 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAITowards Better Correctness and Efficiency in Code Generation.Yunlong Feng, Yang Xu, Xiao Xu, Binyuan Hui, 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
2025AAAIFine-Tuning Language Models with Collaborative and Semantic Experts.Jiaxi Yang, Binyuan Hui, Min Yang, Jian Yang, Lei Zhang, Qiang Qu, Junyang Lin
2025ACLIW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web.Hongcheng Guo, Wei Zhang, Junhao Chen, Yaonan Gu, Jian Yang, Junjia Du, Shaosheng Cao, Binyuan Hui, Tianyu Liu, Jianxin Ma, Chang Zhou, Zhoujun Li
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
2025COLINGPrompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study.Bowen Li, Wenhan Wu, Ziwei Tang, Lin Shi, John Yang, Jinyang Li, Shunyu Yao, Chen Qian, Binyuan Hui, Qicheng Zhang, Zhiyin Yu, He Du, Ping Yang, Dahua Lin, Chao Peng, Kai Chen
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
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
2025EMNLPTurning the Tide: Repository-based Code Reflection.Wei Zhang, Jian Yang, Jiaxi Yang, Ya Wang, Zhoujun Li, Zeyu Cui, Binyuan Hui, Junyang Lin
2025EMNLPNLP+Code: Code Intelligence in Language Models.Terry Yue Zhuo, Qian Liu, Zijian Wang, Wasi Uddin Ahmad, Binyuan Hui, Loubna Ben Allal
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.
2025ICLRDEEM: Diffusion models serve as the eyes of large language models for image perception.Run Luo, Yunshui Li, Longze Chen, Wanwei He, Ting-En Lin, Ziqiang Liu, Lei Zhang, Zikai Song, Hamid Rokny, Xiaobo Xia, Tongliang Liu, Binyuan Hui, Min Yang
2025ICLROLMoE: Open Mixture-of-Experts Language Models.Niklas Muennighoff, Luca Soldaini, Dirk Groeneveld, Kyle Lo, Jacob Morrison, Sewon Min, Weijia Shi, Evan Pete Walsh, Oyvind Tafjord, Nathan Lambert, Yuling Gu, Shane Arora, Akshita Bhagia, Dustin Schwenk, David Wadden, Alexander Wettig, Binyuan Hui, Tim Dettmers, Douwe Kiela, Ali Farhadi, et al.
2025ICLRLarge Language Models Meet Symbolic Provers for Logical Reasoning Evaluation.Chengwen Qi, Ren Ma, Bowen Li, He Du, Binyuan Hui, Jinwang Wu, Yuanjun Laili, Conghui He
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
2024ACLOne-Shot Learning as Instruction Data Prospector for Large Language Models.Yunshui Li, Binyuan Hui, Xiaobo Xia, Jiaxi Yang, Min Yang, Lei Zhang, Shuzheng Si, Ling-Hao Chen, Junhao Liu, Tongliang Liu, Fei Huang, Yongbin Li
2024ACLIterative Forward Tuning Boosts In-Context Learning in Language Models.Jiaxi Yang, Binyuan Hui, Min Yang, Bailin Wang, Bowen Li, Binhua Li, Fei Huang, Yongbin Li
2024ACLSynthesizing Text-to-SQL Data from Weak and Strong LLMs.Jiaxi Yang, Binyuan Hui, Min Yang, Jian Yang, Junyang Lin, Chang Zhou
2024COLINGOut-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts.Hao Lang, Yinhe Zheng, Binyuan Hui, Fei Huang, Yongbin Li
2024COLINGTree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment.Yingxiu Zhao, Bowen Yu, Binyuan Hui, Haiyang Yu, Minghao Li, Fei Huang, Nevin L. Zhang, Yongbin Li
2024ICASSPDialCLIP: Empowering Clip As Multi-Modal Dialog Retriever.Zhichao Yin, Binyuan Hui, Min Yang, Fei Huang, Yongbin Li
2024ICLROctoPack: Instruction Tuning Code Large Language Models.Niklas Muennighoff, Qian Liu, Armel Randy Zebaze, Qinkai Zheng, Binyuan Hui, Terry Yue Zhuo, Swayam Singh, Xiangru Tang, Leandro von Werra, Shayne Longpre
2024ICLRLemur: Harmonizing Natural Language and Code for Language Agents.Yiheng Xu, Hongjin Su, Chen Xing, Boyu Mi, Qian Liu, Weijia Shi, Binyuan Hui, Fan Zhou, Yitao Liu, Tianbao Xie, Zhoujun Cheng, Siheng Zhao, Lingpeng Kong, Bailin Wang, Caiming Xiong, Tao Yu
2023AAAIGraphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing.Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li
2023AAAISPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph.Yuxing Long, Binyuan Hui, Fulong Ye, Yanyang Li, Zhuoxin Han, Caixia Yuan, Yongbin Li, Xiaojie Wang
2023ACLPaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts.Yunshui Li, Binyuan Hui, Zhichao Yin, Min Yang, Fei Huang, Yongbin Li
2023ACLMultimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark.Yuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li, Xiaojie Wang
2023ACLHistory Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling.Hao Sun, Yang Li, Liwei Deng, Bowen Li, Binyuan Hui, Binhua Li, Yunshi Lan, Yan Zhang, Yongbin Li
2023EMNLPAn Investigation of LLMs' Inefficacy in Understanding Converse Relations.Chengwen Qi, Bowen Li, Binyuan Hui, Bailin Wang, Jinyang Li, Jinwang Wu, Yuanjun Laili
2023EMNLPTrojanSQL: SQL Injection against Natural Language Interface to Database.Jinchuan Zhang, Yan Zhou, Binyuan Hui, Yaxin Liu, Ziming Li, Songlin Hu
2023ICASSPTransaudio: Towards the Transferable Adversarial Audio Attack Via Learning Contextualized Perturbations.Gege Qi, Yuefeng Chen, Yao Zhu, Binyuan Hui, Xiaodan Li, Xiaofeng Mao, Rong Zhang, Hui Xue
2023SIGIRLarge Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based Reasoning.Yunhu Ye, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li
2022ACLS²SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers.Binyuan Hui, Ruiying Geng, Lihan Wang, Bowen Qin, Yanyang Li, Bowen Li, Jian Sun, Yongbin Li
2022COLINGSPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding.Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li
2022COLINGSUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers.Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li
2022EMNLPSTAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing.Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li
2022KDDProton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing.Lihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Min Yang, Bailin Wang, Binhua Li, Jian Sun, Fei Huang, Luo Si, Yongbin Li
2021AAAIDynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing.Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu
2020AAAICollaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning.Binyuan Hui, Pengfei Zhu, Qinghua Hu