Self-Attention Relation Network for Few-Shot Learning. - Binyuan Hui; Pengfei Zhu 001; Qinghua Hu; Qilong Wang 001 (ICME Workshops, 2019)

Multi-view Deep Subspace Clustering Networks. - Pengfei Zhu 001; Binyuan Hui; Changqing Zhang; Dawei Du; Longyin Wen; Qinghua Hu (CoRR, 2019)

Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning. - Binyuan Hui; Pengfei Zhu 001; Qinghua Hu (AAAI, 2020)

Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing. - Binyuan Hui; Ruiying Geng; Qiyu Ren; Binhua Li; Yongbin Li; Jian Sun 021; Fei Huang 002; Luo Si; Pengfei Zhu 001; Xiaodan Zhu 001 (AAAI, 2021)

Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing. - Binyuan Hui; Ruiying Geng; Qiyu Ren; Binhua Li; Yongbin Li; Jian Sun 021; Fei Huang 002; Luo Si; Pengfei Zhu 001; Xiaodan Zhu 001 (CoRR, 2021)

Improving Text-to-SQL with Schema Dependency Learning. - Binyuan Hui; Xiang Shi; Ruiying Geng; Binhua Li; Yongbin Li; Jian Sun 021; Xiaodan Zhu 001 (CoRR, 2021)

SDCUP: Schema Dependency-Enhanced Curriculum Pre-Training for Table Semantic Parsing. - Bowen Qin; Lihan Wang; Binyuan Hui; Ruiying Geng; Zheng Cao 003; Min Yang 007; Jian Sun 021; Yongbin Li (CoRR, 2021)

S²SQL: 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 002; Jian Sun 021; Yongbin Li (ACL (Findings), 2022)

SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding. - Wanwei He; Yinpei Dai; Binyuan Hui; Min Yang 007; Zheng Cao 003; Jianbo Dong; Fei Huang 002; Luo Si; Yongbin Li (COLING, 2022)

SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers. - Bowen Qin; Lihan Wang; Binyuan Hui; Bowen Li 002; Xiangpeng Wei; Binhua Li; Fei Huang 002; Luo Si; Min Yang 007; Yongbin Li (COLING, 2022)

STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. - Zefeng Cai; Xiangyu Li; Binyuan Hui; Min Yang 007; Bowen Li 002; Binhua Li; Zheng Cao 003; Weijie Li; Fei Huang 002; Luo Si; Yongbin Li (EMNLP (Findings), 2022)

Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing. - Lihan Wang; Bowen Qin; Binyuan Hui; Bowen Li 002; Min Yang 007; Bailin Wang; Binhua Li; Jian Sun 021; Fei Huang 002; Luo Si; Yongbin Li (KDD, 2022)

S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers. - Binyuan Hui; Ruiying Geng; Lihan Wang; Bowen Qin; Bowen Li 002; Jian Sun 021; Yongbin Li (CoRR, 2022)

Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing. - Lihan Wang; Bowen Qin; Binyuan Hui; Bowen Li 002; Min Yang 007; Bailin Wang; Binhua Li; Fei Huang 002; Luo Si; Yongbin Li (CoRR, 2022)

A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions. - Bowen Qin; Binyuan Hui; Lihan Wang; Min Yang 007; Jinyang Li 003; Binhua Li; Ruiying Geng; Rongyu Cao; Jian Sun 021; Luo Si; Fei Huang 002; Yongbin Li (CoRR, 2022)

Geometry-Guided Dense Perspective Network for Speech-Driven Facial Animation. - Jingying Liu; Binyuan Hui; Kun Li 001; Yunke Liu; Yu-Kun Lai; Yuxiang Zhang 006; Yebin Liu; Jing-Yu Yang 002 (IEEE Trans. Vis. Comput. Graph., 2022)

Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. - Jinyang Li 003; Binyuan Hui; Reynold Cheng; Bowen Qin; Chenhao Ma 001; Nan Huo; Fei Huang 002; Wenyu Du; Luo Si; Yongbin Li (AAAI, 2023)

SPRING: 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 006 (AAAI, 2023)

PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts. - Yunshui Li; Binyuan Hui; Zhichao Yin; Min Yang 007; Fei Huang 002; Yongbin Li (ACL (1), 2023)

Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark. - Yuxing Long; Binyuan Hui; Caixia Yuan; Fei Huang 002; Yongbin Li; Xiaojie Wang 006 (ACL (Findings), 2023)

History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling. - Hao Sun 015; Yang Li; Liwei Deng 001; Bowen Li; Binyuan Hui; Binhua Li; Yunshi Lan; Yan Zhang 117; Yongbin Li (ACL (1), 2023)

An Investigation of LLMs' Inefficacy in Understanding Converse Relations. - Chengwen Qi; Bowen Li 002; Binyuan Hui; Bailin Wang; Jinyang Li 003; Jinwang Wu; Yuanjun Laili (EMNLP, 2023)

TrojanSQL: SQL Injection against Natural Language Interface to Database. - Jinchuan Zhang; Yan Zhou; Binyuan Hui; Yaxin Liu; Ziming Li; Songlin Hu 001 (EMNLP, 2023)

Transaudio: Towards the Transferable Adversarial Audio Attack Via Learning Contextualized Perturbations. - Gege Qi; Yuefeng Chen; Yao Zhu; Binyuan Hui; Xiaodan Li; Xiaofeng Mao; Rong Zhang 006; Hui Xue 001 (ICASSP, 2023)

Model Inversion Attack via Dynamic Memory Learning. - Gege Qi; Yuefeng Chen; Xiaofeng Mao; Binyuan Hui; Xiaodan Li; Rong Zhang 006; Hui Xue 001 (ACM Multimedia, 2023)

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. - Jinyang Li 003; Binyuan Hui; Ge Qu; Jiaxi Yang; Binhua Li; Bowen Li 002; Bailin Wang; Bowen Qin; Ruiying Geng; Nan Huo; Xuanhe Zhou; Chenhao Ma 001; et al. (NeurIPS, 2023)

Large Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based Reasoning. - Yunhu Ye; Binyuan Hui; Min Yang 007; Binhua Li; Fei Huang 002; Yongbin Li (SIGIR, 2023)

Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning. - Yunhu Ye; Binyuan Hui; Min Yang 007; Binhua Li; Fei Huang 002; Yongbin Li (CoRR, 2023)

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. - Jinyang Li 003; Binyuan Hui; Ge Qu; Binhua Li; Jiaxi Yang; Bowen Li 002; Bailin Wang; Bowen Qin; Rongyu Cao; Ruiying Geng; Nan Huo; Xuanhe Zhou; et al. (CoRR, 2023)

Iterative Forward Tuning Boosts In-context Learning in Language Models. - Jiaxi Yang; Binyuan Hui; Min Yang 007; Binhua Li; Fei Huang 002; Yongbin Li (CoRR, 2023)

PolyLM: An Open Source Polyglot Large Language Model. - Xiangpeng Wei; Haoran Wei; Huan Lin; Tianhao Li; Pei Zhang 011; Xingzhang Ren; Mei Li; Yu Wan 004; Zhiwei Cao; Binbin Xie; Tianxiang Hu; Shangjie Li; et al. (CoRR, 2023)

A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment. - Yingxiu Zhao; Bowen Yu 002; Binyuan Hui; Haiyang Yu 003; Fei Huang 002; Yongbin Li; Nevin L. Zhang (CoRR, 2023)

VDialogUE: A Unified Evaluation Benchmark for Visually-grounded Dialogue. - Yunshui Li; Binyuan Hui; Zhaochao Yin; Wanwei He; Run Luo; Yuxing Long; Min Yang 007; Fei Huang 002; Yongbin Li (CoRR, 2023)

Qwen Technical Report. - Jinze Bai; Shuai Bai; Yunfei Chu; Zeyu Cui; Kai Dang; Xiaodong Deng; Yang Fan; Wenbin Ge; Yu Han; Fei Huang 005; Binyuan Hui; Luo Ji; et al. (CoRR, 2023)

One Shot Learning as Instruction Data Prospector for Large Language Models. - Yunshui Li; Binyuan Hui; Xiaobo Xia; Jiaxi Yang; Min Yang 007; Lei Zhang 201; Shuzheng Si; Junhao Liu 001; Tongliang Liu; Fei Huang 002; Yongbin Li (CoRR, 2023)

Latent Heterogeneous Graph Network for Incomplete Multi-View Learning. - Pengfei Zhu 001; Xinjie Yao; Yu Wang 106; Meng Cao; Binyuan Hui; Shuai Zhao; Qinghua Hu (IEEE Trans. Multim., 2023)

Schema dependency-enhanced curriculum pre-training for table semantic parsing. - Bowen Qin; Binyuan Hui; Lihan Wang; Min Yang 007; Binhua Li; Fei Huang 002; Luo Si; Qingshan Jiang; Yongbin Li (Knowl. Based Syst., 2023)

One-Shot Learning as Instruction Data Prospector for Large Language Models. - Yunshui Li; Binyuan Hui; Xiaobo Xia; Jiaxi Yang; Min Yang 007; Lei Zhang 201; Shuzheng Si; Ling-Hao Chen; Junhao Liu 001; Tongliang Liu; Fei Huang 002; Yongbin Li (ACL (1), 2024)

Iterative Forward Tuning Boosts In-Context Learning in Language Models. - Jiaxi Yang; Binyuan Hui; Min Yang 007; Bailin Wang; Bowen Li 002; Binhua Li; Fei Huang 002; Yongbin Li (ACL (1), 2024)

Synthesizing Text-to-SQL Data from Weak and Strong LLMs. - Jiaxi Yang; Binyuan Hui; Min Yang 007; Jian Yang 003; Junyang Lin; Chang Zhou (ACL (1), 2024)

Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts. - Hao Lang; Yinhe Zheng; Binyuan Hui; Fei Huang 002; Yongbin Li (LREC/COLING, 2024)

Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment. - Yingxiu Zhao; Bowen Yu 002; Binyuan Hui; Haiyang Yu 003; Minghao Li; Fei Huang 002; Nevin L. Zhang; Yongbin Li (LREC/COLING, 2024)

DialCLIP: Empowering Clip As Multi-Modal Dialog Retriever. - Zhichao Yin; Binyuan Hui; Min Yang 007; Fei Huang 002; Yongbin Li (ICASSP, 2024)

OctoPack: Instruction Tuning Code Large Language Models. - Niklas Muennighoff; Qian Liu 012; Armel Randy Zebaze; Qinkai Zheng; Binyuan Hui; Terry Yue Zhuo; Swayam Singh; Xiangru Tang; Leandro von Werra; Shayne Longpre (ICLR, 2024)

Lemur: 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; et al. (ICLR, 2024)

StarCoder 2 and The Stack v2: The Next Generation. - Anton Lozhkov; Raymond Li; Loubna Ben Allal; Federico Cassano; Joel Lamy-Poirier; Nouamane Tazi; Ao Tang; Dmytro Pykhtar; Jiawei Liu 004; Yuxiang Wei 003; Tianyang Liu 003; Max Tian; et al. (CoRR, 2024)

DevBench: A Comprehensive Benchmark for Software Development. - Bowen Li 002; Wenhan Wu; Ziwei Tang; Lin Shi; John Yang 002; Jinyang Li 003; Shunyu Yao; Chen Qian 006; Binyuan Hui; Qicheng Zhang; Zhiyin Yu; He Du; et al. (CoRR, 2024)

DEEM: 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 201; Zikai Song; Xiaobo Xia; Tongliang Liu; Min Yang 007; Binyuan Hui (CoRR, 2024)

BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions. - Terry Yue Zhuo; Minh Chien Vu; Jenny Chim; Han Hu; Wenhao Yu 002; Ratnadira Widyasari; Imam Nur Bani Yusuf; Haolan Zhan; Junda He; Indraneil Paul; Simon Brunner; Chen Gong 005; et al. (CoRR, 2024)

Qwen2 Technical Report. - An Yang; Baosong Yang; Binyuan Hui; Bo Zheng 007; Bowen Yu 002; Chang Zhou; Chengpeng Li 001; Chengyuan Li; Dayiheng Liu; Fei Huang 005; Guanting Dong; Haoran Wei; et al. (CoRR, 2024)

OpenDevin: An Open Platform for AI Software Developers as Generalist Agents. - Xingyao Wang 002; Boxuan Li; Yufan Song; Frank F. Xu; Xiangru Tang; Mingchen Zhuge; Jiayi Pan; Yueqi Song; Bowen Li 002; Jaskirat Singh; Hoang H. Tran; Fuqiang Li; et al. (CoRR, 2024)

OLMoE: Open Mixture-of-Experts Language Models. - Niklas Muennighoff; Luca Soldaini; Dirk Groeneveld; Kyle Lo; Jacob Morrison; Sewon Min; Weijia Shi; Pete Walsh; Oyvind Tafjord; Nathan Lambert 001; Yuling Gu; Shane Arora; et al. (CoRR, 2024)

Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement. - An Yang; Beichen Zhang; Binyuan Hui; Bofei Gao; Bowen Yu 002; Chengpeng Li 001; Dayiheng Liu; Jianhong Tu; Jingren Zhou 001; Junyang Lin; Keming Lu; Mingfeng Xue; et al. (CoRR, 2024)

Qwen2.5-Coder Technical Report. - Binyuan Hui; Jian Yang 003; Zeyu Cui; Jiaxi Yang; Dayiheng Liu; Lei Zhang 201; Tianyu Liu 001; Jiajun Zhang; Bowen Yu 002; Kai Dang; An Yang; Rui Men; et al. (CoRR, 2024)

IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web. - Hongcheng Guo; Wei Zhang 021; Junhao Chen; Yaonan Gu; Jian Yang 003; Junjia Du; Binyuan Hui; Tianyu Liu 001; Jianxin Ma; Chang Zhou; Zhoujun Li 001 (CoRR, 2024)

Evaluating and Aligning CodeLLMs on Human Preference. - Jian Yang 003; Jiaxi Yang; Ke Jin; Yibo Miao; Lei Zhang 201; Liqun Yang; Zeyu Cui; Yichang Zhang; Binyuan Hui; Junyang Lin (CoRR, 2024)

ExecRepoBench: Multi-level Executable Code Completion Evaluation. - Jian Yang 003; Jiajun Zhang; Jiaxi Yang; Ke Jin; Lei Zhang 201; Qiyao Peng 006; Ken Deng; Yibo Miao; Tianyu Liu 001; Zeyu Cui; Binyuan Hui; Junyang Lin (CoRR, 2024)

Qwen2.5 Technical Report. - An Yang; Baosong Yang; Beichen Zhang; Binyuan Hui; Bo Zheng 007; Bowen Yu 002; Chengyuan Li; Dayiheng Liu; Fei Huang 005; Haoran Wei; Huan Lin; Jian Yang 003; et al. (CoRR, 2024)

Multiview Deep Subspace Clustering Networks. - Pengfei Zhu 001; Xinjie Yao; Yu Wang 106; Binyuan Hui; Dawei Du; Qinghua Hu (IEEE Trans. Cybern., 2024)

Fine-Tuning Language Models with Collaborative and Semantic Experts. - Jiaxi Yang; Binyuan Hui; Min Yang; Jian Yang; Lei Zhang; Qiang Qu; Junyang Lin (AAAI, 2025)

IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web. - Hongcheng Guo; Wei Zhang 021; Junhao Chen; Yaonan Gu; Jian Yang 003; Junjia Du; Shaosheng Cao; Binyuan Hui; Tianyu Liu 001; Jianxin Ma; Chang Zhou; Zhoujun Li 001 (ACL (Findings), 2025)

Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning. - Jian Yang 003; Wei Zhang 021; Yibo Miao; Shanghaoran Quan; Zhenhe Wu; Qiyao Peng 006; Liqun Yang; Tianyu Liu 001; Zeyu Cui; Binyuan Hui; Junyang Lin (ACL (1), 2025)

Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study. - Bowen Li 002; Wenhan Wu; Ziwei Tang; Lin Shi; John Yang 002; Jinyang Li 003; Shunyu Yao; Chen Qian 006; Binyuan Hui; Qicheng Zhang; Zhiyin Yu; He Du; et al. (COLING, 2025)

OpenHands: An Open Platform for AI Software Developers as Generalist Agents. - Xingyao Wang 002; Boxuan Li; Yufan Song; Frank F. Xu; Xiangru Tang; Mingchen Zhuge; Jiayi Pan; Yueqi Song; Bowen Li 002; Jaskirat Singh; Hoang H. Tran; Fuqiang Li; et al. (ICLR, 2025)

DEEM: 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 201; Zikai Song; Hamid Rokny; Xiaobo Xia; Tongliang Liu; Binyuan Hui; et al. (ICLR, 2025)

OLMoE: 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 001; Yuling Gu; Shane Arora; et al. (ICLR, 2025)

Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation. - Chengwen Qi; Ren Ma; Bowen Li 002; He Du; Binyuan Hui; Jinwang Wu; Yuanjun Laili; Conghui He (ICLR, 2025)

CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings. - Shanghaoran Quan; Jiaxi Yang; Bowen Yu 002; Bo Zheng 007; Dayiheng Liu; An Yang; Xuancheng Ren; Bofei Gao; Yibo Miao; Yunlong Feng; Zekun Wang; Jian Yang 003; et al. (CoRR, 2025)

Multi-Agent Collaboration for Multilingual Code Instruction Tuning. - Jian Yang 003; Wei Zhang 021; Jiaxi Yang; Yibo Miao; Shanghaoran Quan; Zhenhe Wu; Qiyao Peng 006; Liqun Yang; Tianyu Liu 001; Zeyu Cui; Binyuan Hui; Junyang Lin (CoRR, 2025)

START: Self-taught Reasoner with Tools. - Chengpeng Li 001; Mingfeng Xue; Zhenru Zhang; Jiaxi Yang; Beichen Zhang; Xiang Wang 010; Bowen Yu 002; Binyuan Hui; Junyang Lin; Dayiheng Liu (CoRR, 2025)

SWE-smith: Scaling Data for Software Engineering Agents. - John Yang 002; Kilian Leret; Carlos E. Jimenez; Alexander Wettig; Kabir Khandpur; Yanzhe Zhang; Binyuan Hui; Ofir Press; Ludwig Schmidt; Diyi Yang (CoRR, 2025)

Qwen3 Technical Report. - An Yang; Anfeng Li; Baosong Yang; Beichen Zhang; Binyuan Hui; Bo Zheng 007; Bowen Yu 002; Chang Gao; Chengen Huang; Chenxu Lv; Chujie Zheng; Dayiheng Liu; et al. (CoRR, 2025)

Parallel Scaling Law for Language Models. - Mouxiang Chen; Binyuan Hui; Zeyu Cui; Jiaxi Yang; Dayiheng Liu; Jianling Sun; Junyang Lin; Zhongxin Liu 002 (CoRR, 2025)

WorldPM: Scaling Human Preference Modeling. - Binghai Wang; Runji Lin; Keming Lu; Le Yu; Zhenru Zhang; Fei Huang 005; Chujie Zheng; Kai Dang; Yang Fan; Xingzhang Ren; An Yang; Binyuan Hui; et al. (CoRR, 2025)

A Survey of LLM ⨉ DATA. - Xuanhe Zhou; Junxuan He; Wei Zhou; Haodong Chen; Zirui Tang; Haoyu Zhao; Xin Tong; Guoliang Li 001; Youmin Chen; Jun Zhou; Zhaojun Sun; Binyuan Hui; et al. (CoRR, 2025)

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner. - Lei Zhang 201; Jiaxi Yang; Min Yang 007; Jian Yang 003; Mouxiang Chen; Jiajun Zhang; Zeyu Cui; Binyuan Hui; Junyang Lin (CoRR, 2025)

SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications. - Jinyang Li 003; Xiaolong Li; Ge Qu; Per Jacobsson; Bowen Qin; Binyuan Hui; Shuzheng Si; Nan Huo; Xiaohan Xu; Yue Zhang; Ziwei Tang; Yuanshuai Li; et al. (CoRR, 2025)

Teaching LLM to Reason: Reinforcement Learning from Algorithmic Problems without Code. - Keqin Bao; Nuo Chen; Xiaoyuan Li; Binyuan Hui; Bowen Yu 002; Fuli Feng; Xiangnan He 001; Dayiheng Liu (CoRR, 2025)

Turning the Tide: Repository-based Code Reflection. - Wei Zhang; Jian Yang; Jiaxi Yang; Ya Wang; Zhoujun Li 001; Zeyu Cui; Binyuan Hui; Junyang Lin (CoRR, 2025)

IFEvalCode: Controlled Code Generation. - Jian Yang 003; Wei Zhang 021; Shukai Liu; Linzheng Chai; Yingshui Tan; Jiaheng Liu; Ge Zhang 009; Wangchunshu Zhou; Guanglin Niu; Zhoujun Li 001; Binyuan Hui; Junyang Lin (CoRR, 2025)