Binhua Li

68 papers A* 9B 2Journal 46Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Quantity: Trajectory Diversity Scaling for Code Agents.
CoRR
Guhong Chen, Chenghao Sun, Cheng Fu, Qiyao Wang, Zhihong Huang, Chaopeng Wei, Guangxu Chen, Feiteng Fang, Ahmadreza Argha, Bing Zhao, Xander Xu, Qi Han, Hamid Alinejad-Rokny, Qiang Qu, Binhua Li, Shiwen Ni, Min Yang, Hu Wei, Yongbin Li
2026 A* conf
Large Language Model Unlearning for Source Code.
AAAI
Xue Jiang, Yihong Dong, Huangzhao Zhang, Tangxinyu Wang, Zheng Fang, Yingwei Ma, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Yongbin Li, Ge Li
2026 J jnl
Think Anywhere in Code Generation.
CoRR
Xue Jiang, Tianyu Zhang, Ge Li, Mengyang Liu, Taozhi Chen, Zhenhua Xu, Binhua Li, Wenpin Jiao, Zhi Jin, Yongbin Li, Yihong Dong
2025 — conf
Alibaba LingmaAgent: Improving Automated Issue Resolution via Comprehensive Repository Exploration.
SIGSOFT FSE Companion
Yingwei Ma, Qingping Yang, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li
2025 J jnl
CodeRL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment.
CoRR
Xue Jiang, Yihong Dong, Mengyang Liu, Hongyi Deng, Tian Wang, Yongding Tao, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Fei Huang, Yongbin Li, Ge Li
2025 — conf
Do Code LLMs Understand Design Patterns?
LLM4Code@ICSE
Zhenyu Pan, Xuefeng Song, Yunkun Wang, Rongyu Cao, Binhua Li, Yongbin Li, Han Liu
2025 J jnl
Do Code LLMs Understand Design Patterns?
CoRR
Zhenyu Pan, Xuefeng Song, Yunkun Wang, Rongyu Cao, Binhua Li, Yongbin Li, Han Liu
2025 J jnl
Empowering RepoQA-Agent based on Reinforcement Learning Driven by Monte-carlo Tree Search.
CoRR
Guochang Li, Yuchen Liu, Zhen Qin, Yunkun Wang, Jianping Zhong, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng
2025 — conf
ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration.
ACL (1)
Yunkun Wang, Yue Zhang, Zhen Qin, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng
2025 J jnl
Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format.
CoRR
Dingzirui Wang, Xuanliang Zhang, Rongyu Cao, Longxu Dou, Xianzhen Luo, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li
2025 J jnl
InspectCoder: Dynamic Analysis-Enabled Self Repair through interactive LLM-Debugger Collaboration.
CoRR
Yunkun Wang, Yue Zhang, Guochang Li, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng
2025 J jnl
Large Language Model Unlearning for Source Code.
CoRR
Xue Jiang, Yihong Dong, Zheng Fang, Yingwei Ma, Tangxinyu Wang, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Yongbin Li, Ge Li
2025 J jnl
RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization.
CoRR
Yihong Dong, Xue Jiang, Yongding Tao, Huanyu Liu, Kechi Zhang, Lili Mou, Rongyu Cao, Yingwei Ma, Jue Chen, Binhua Li, Zhi Jin, Fei Huang, Yongbin Li, Ge Li
2025 J jnl
SWE-GPT: A Process-Centric Language Model for Automated Software Improvement.
Proc. ACM Softw. Eng.
Yingwei Ma, Rongyu Cao, Yongchang Cao, Yue Zhang, Jue Chen, Yibo Liu, Yuchen Liu, Binhua Li, Fei Huang, Yongbin Li
2025 J jnl
Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model.
CoRR
Yihong Dong, Zhaoyu Ma, Xue Jiang, Zhiyuan Fan, Jiaru Qian, Yongmin Li, Jianha Xiao, Zhi Jin, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li, Ge Li
2025 A* conf
Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining.
ICLR
Jie Cheng, Ruixi Qiao, Yingwei Ma, Binhua Li, Gang Xiong, Qinghai Miao, Yongbin Li, Yisheng Lv
2025 A* conf
Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute.
ASE
Yingwei Ma, Yongbin Li, Yihong Dong, Xue Jiang, Yanhao Li, Yue Liu, Rongyu Cao, Jue Chen, Fei Huang, Binhua Li
2025 J jnl
Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute.
CoRR
Yingwei Ma, Binhua Li, Yihong Dong, Xue Jiang, Rongyu Cao, Jue Chen, Fei Huang, Yongbin Li
2024 J jnl
Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion?
CoRR
Zhenyu Pan, Rongyu Cao, Yongchang Cao, Yingwei Ma, Binhua Li, Fei Huang, Han Liu, Yongbin Li
2024 — conf
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories.
ACL (Findings)
Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li, Bin Gu, Mengfei Yang
2024 J jnl
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories.
CoRR
Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li
2024 A* conf
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations.
NeurIPS
Jia Li, Ge Li, Xuanming Zhang, Yunfei Zhao, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li
2024 J jnl
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations.
CoRR
Jia Li, Ge Li, Xuanming Zhang, Yunfei Zhao, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li
2024 J jnl
ExploraCoder: Advancing code generation for multiple unseen APIs via planning and chained exploration.
CoRR
Yunkun Wang, Yue Zhang, Zhen Qin, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng
2024 J jnl
How to Understand Whole Software Repository?
CoRR
Yingwei Ma, Qingping Yang, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li
2024 J jnl
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks.
CoRR
Dingzirui Wang, Xuangliang Zhang, Qiguang Chen, Longxu Dou, Xiao Xu, Rongyu Cao, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li
2024 — conf
Iterative Forward Tuning Boosts In-Context Learning in Language Models.
ACL (1)
Jiaxi Yang, Binyuan Hui, Min Yang, Bailin Wang, Bowen Li, Binhua Li, Fei Huang, Yongbin Li
2024 J jnl
LLMs as Continuous Learners: Improving the Reproduction of Defective Code in Software Issues.
CoRR
Yalan Lin, Yingwei Ma, Rongyu Cao, Binhua Li, Fei Huang, Xiaodong Gu, Yongbin Li
2024 J jnl
Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement.
CoRR
Yingwei Ma, Rongyu Cao, Yongchang Cao, Yue Zhang, Jue Chen, Yibo Liu, Yuchen Liu, Binhua Li, Fei Huang, Yongbin Li
2024 J jnl
Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining.
CoRR
Jie Cheng, Ruixi Qiao, Gang Xiong, Qinghai Miao, Yingwei Ma, Binhua Li, Yongbin Li, Yisheng Lv
2024 J jnl
Unifying Structured Data as Graph for Data-to-Text Pre-Training.
CoRR
Shujie Li, Liang Li, Ruiying Geng, Min Yang, Binhua Li, Guanghu Yuan, Wanwei He, Shao Yuan, Can Ma, Fei Huang, Yongbin Li
2024 J jnl
Unifying Structured Data as Graph for Data-to-Text Pre-Training.
Trans. Assoc. Comput. Linguistics
Shujie Li, Liang Li, Ruiying Geng, Min Yang, Binhua Li, Guanghu Yuan, Wanwei He, Shao Yuan, Can Ma, Fei Huang, Yongbin Li
2023 — conf
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality.
ACL (1)
Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li
2023 J jnl
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality.
CoRR
Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li
2023 A* conf
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.
NeurIPS
Jinyang Li, Binyuan Hui, Ge Qu, Jiaxi Yang, Binhua Li, Bowen Li, Bailin Wang, Bowen Qin, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li
2023 J jnl
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.
CoRR
Jinyang Li, Binyuan Hui, Ge Qu, Binhua Li, Jiaxi Yang, Bowen Li, Bailin Wang, Bowen Qin, Rongyu Cao, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li
2023 J jnl
GIPC-GAN: an end-to-end gradient and intensity joint proportional constraint generative adversarial network for multi-focus image fusion.
Complex Intell. Syst.
Junwu Li, Binhua Li, Yaoxi Jiang
2023 — conf
History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling.
ACL (1)
Hao Sun, Yang Li, Liwei Deng, Bowen Li, Binyuan Hui, Binhua Li, Yunshi Lan, Yan Zhang, Yongbin Li
2023 J jnl
History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling.
CoRR
Hao Sun, Yang Li, Liwei Deng, Bowen Li, Binyuan Hui, Binhua Li, Yunshi Lan, Yan Zhang, Yongbin Li
2023 J jnl
Iterative Forward Tuning Boosts In-context Learning in Language Models.
CoRR
Jiaxi Yang, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li
2023 J jnl
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning.
CoRR
Yunhu Ye, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li
2023 A* conf
Large Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based Reasoning.
SIGIR
Yunhu Ye, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li
2023 J jnl
MrFDDGAN: Multireceptive Field Feature Transfer and Dual Discriminator-Driven Generative Adversarial Network for Infrared and Color Visible Image Fusion.
IEEE Trans. Instrum. Meas.
Junwu Li, Binhua Li, Yaoxi Jiang, Longwei Tian, Weiwei Cai
2023 — conf
Plan-then-Seam: Towards Efficient Table-to-Text Generation.
EACL (Findings)
Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Binhua Li, Yongbin Li
2023 J jnl
Plan-then-Seam: Towards Efficient Table-to-Text Generation.
CoRR
Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Binhua Li, Yongbin Li
2023 J jnl
Schema dependency-enhanced curriculum pre-training for table semantic parsing.
Knowl. Based Syst.
Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Binhua Li, Fei Huang, Luo Si, Qingshan Jiang, Yongbin Li
2022 J jnl
A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions.
CoRR
Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Jinyang Li, Binhua Li, Ruiying Geng, Rongyu Cao, Jian Sun, Luo Si, Fei Huang, Yongbin Li
2022 J jnl
Application of Teager-Kaiser Energy Operator in the Early Fault Diagnosis of Rolling Bearings.
Sensors
Xiangfu Shi, Zhen Zhang, Zhiling Xia, Binhua Li, Xin Gu, Tingna Shi
2022 B conf
Graph-to-Text Generation with Dynamic Structure Pruning.
COLING
Liang Li, Ruiying Geng, Bowen Li, Can Ma, Yinliang Yue, Binhua Li, Yongbin Li
2022 J jnl
Graph-to-Text Generation with Dynamic Structure Pruning.
CoRR
Liang Li, Ruiying Geng, Bowen Li, Can Ma, Yinliang Yue, Binhua Li, Yongbin Li
2022 J jnl
MSAt-GAN: a generative adversarial network based on multi-scale and deep attention mechanism for infrared and visible light image fusion.
Complex Intell. Syst.
Junwu Li, Binhua Li, Yaoxi Jiang, Weiwei Cai
2022 A* conf
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing.
KDD
Lihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Min Yang, Bailin Wang, Binhua Li, Jian Sun, Fei Huang, Luo Si, Yongbin Li
2022 J jnl
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing.
CoRR
Lihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Min Yang, Bailin Wang, Binhua Li, Fei Huang, Luo Si, Yongbin Li
2022 — conf
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing.
EMNLP (Findings)
Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li
2022 J jnl
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing.
CoRR
Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li
2022 B conf
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers.
COLING
Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li
2022 J jnl
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers.
CoRR
Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li
2022 — conf
Towards Generalizable and Robust Text-to-SQL Parsing.
EMNLP (Findings)
Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li
2022 J jnl
Towards Generalizable and Robust Text-to-SQL Parsing.
CoRR
Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li
2021 A* conf
Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing.
AAAI
Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu
2021 J jnl
Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing.
CoRR
Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu
2021 J jnl
Improving Text-to-SQL with Schema Dependency Learning.
CoRR
Binyuan Hui, Xiang Shi, Ruiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu
2020 J jnl
A New Real-Time Lucky Imaging Algorithm and its Implementation Techniques.
IEEE Access
Jinliang Wang, Binhua Li, Kai Xing
2020 J jnl
An Infrared and Visible Image Fusion Algorithm Based on LSWT-NSST.
IEEE Access
Junwu Li, Binhua Li, Yaoxi Jiang
2020 A* conf
Dynamic Memory Induction Networks for Few-Shot Text Classification.
ACL
Ruiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu
2020 J jnl
Dynamic Memory Induction Networks for Few-Shot Text Classification.
CoRR
Ruiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu
2019 J jnl
Few-Shot Text Classification with Induction Network.
CoRR
Ruiying Geng, Binhua Li, Yongbin Li, Yuxiao Ye, Ping Jian, Jian Sun
2019 — conf
Induction Networks for Few-Shot Text Classification.
EMNLP/IJCNLP (1)
Ruiying Geng, Binhua Li, Yongbin Li, Xiaodan Zhu, Ping Jian, Jian Sun