Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems. - Jia Li 012; Chongyang Tao; Wei Wu 014; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (EMNLP/IJCNLP (1), 2019)

Evaluating and Enhancing the Robustness of Retrieval-Based Dialogue Systems with Adversarial Examples. - Jia Li 012; Chongyang Tao; Nanyun Peng 001; Wei Wu 014; Dongyan Zhao 001; Rui Yan 001 (NLPCC (1), 2019)

Structure-aware Pre-training for Table Understanding with Tree-based Transformers. - Zhiruo Wang; Haoyu Dong 001; Ran Jia; Jia Li 012; Zhiyi Fu; Shi Han; Dongmei Zhang 001 (CoRR, 2020)

TUTA: Tree-based Transformers for Generally Structured Table Pre-training. - Zhiruo Wang; Haoyu Dong 001; Ran Jia; Jia Li 012; Zhiyi Fu; Shi Han; Dongmei Zhang 001 (KDD, 2021)

SK2: Integrating Implicit Sentiment Knowledge and Explicit Syntax Knowledge for Aspect-Based Sentiment Analysis. - Jia Li 012; Yuyuan Zhao; Zhi Jin; Ge Li 001; Tao Shen 001; Zhengwei Tao; Chongyang Tao (CIKM, 2022)

BNU: A Balance-Normalization-Uncertainty Model for Incremental Event Detection. - Jia Li 012; Yunyan Zhang; Yifan Yang 008; Zhicheng An; Yefeng Zheng 001 (ICASSP, 2022)

Unsupervised Cross-Domain Adaptation for Response Selection Using Self-Supervised and Adversarial Training. - Jia Li 012; Chongyang Tao; Huang Hu; Can Xu; Yining Chen; Daxin Jiang (WSDM, 2022)

Syntax and Domain Aware Model for Unsupervised Program Translation. - Fang Liu 032; Jia Li 012; Li Zhang 029 (ICSE, 2023)

MCodeSearcher: Multi-View Contrastive Learning for Code Search. - Jia Li 012; Fang Liu 032; Jia Li 011; Yunfei Zhao; Ge Li 001; Zhi Jin (Internetware, 2023)

ZC3: Zero-Shot Cross-Language Code Clone Detection. - Jia Li 012; Chongyang Tao; Zhi Jin; Fang Liu 032; Jia Li 011; Ge Li 001 (ASE, 2023)

EvEval: A Comprehensive Evaluation of Event Semantics for Large Language Models. - Zhengwei Tao; Zhi Jin; Xiaoying Bai; Haiyan Zhao 001; Yanlin Feng; Jia Li 012; Wenpeng Hu (CoRR, 2023)

ZC3: Zero-Shot Cross-Language Code Clone Detection. - Jia Li 012; Chongyang Tao; Zhi Jin; Fang Liu 032; Jia Li 011; Ge Li 001 (CoRR, 2023)

Improving Code Generation by Dynamic Temperature Sampling. - Yuqi Zhu; Jia Li 011; Ge Li 001; Yunfei Zhao; Jia Li 012; Zhi Jin; Hong Mei 001 (CoRR, 2023)

Large Language Model-Aware In-Context Learning for Code Generation. - Jia Li 012; Ge Li 001; Chongyang Tao; Jia Li 011; Huangzhao Zhang; Fang Liu 032; Zhi Jin (CoRR, 2023)

Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models. - Yuqi Zhu; Jia Li 011; Ge Li 001; Yunfei Zhao; Jia Li 012; Zhi Jin; Hong Mei 001 (AAAI, 2024)

DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. - Jia Li 012; Ge Li 001; Yunfei Zhao; Yongmin Li; Huanyu Liu; Hao Zhu; Lecheng Wang; Kaibo Liu; Zheng Fang; Lanshen Wang; Jiazheng Ding; Xuanming Zhang; et al. (ACL (Findings), 2024)

CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges. - Kechi Zhang; Jia Li 012; Ge Li 001; Xianjie Shi; Zhi Jin (ACL (1), 2024)

Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates. - Zhihong Sun; Yao Wan 001; Jia Li 012; Hongyu Zhang 002; Zhi Jin; Ge Li 001; Chen Lyu 001 (ASE, 2024)

DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. - Jia Li 012; Ge Li 001; Yunfei Zhao; Yongmin Li; Huanyu Liu; Hao Zhu; Lecheng Wang; Kaibo Liu; Zheng Fang; Lanshen Wang; Jiazheng Ding; Xuanming Zhang; et al. (CoRR, 2024)

M2CVD: Multi-Model Collaboration for Code Vulnerability Detection. - Ziliang Wang; Ge Li 001; Jia Li 012; Meng Yan 001; Yingfei Xiong 001; Zhi Jin (CoRR, 2024)

Code Structure-Aware through Line-level Semantic Learning for Code Vulnerability Detection. - Ziliang Wang; Ge Li 001; Jia Li 012; Yihong Dong; Yingfei Xiong 001; Zhi Jin (CoRR, 2024)

FAN: Fourier Analysis Networks. - Yihong Dong; Ge Li 001; Yongding Tao; Xue Jiang; Kechi Zhang; Jia Li 012; Jing Su; Jun Zhang; Jingjing Xu (CoRR, 2024)

Showing LLM-Generated Code Selectively Based on Confidence of LLMs. - Jia Li 012; Yuqi Zhu; Yongmin Li; Ge Li 001; Zhi Jin (CoRR, 2024)

Generating Equivalent Representations of Code By A Self-Reflection Approach. - Jia Li 012; Ge Li 001; Lecheng Wang; Hao Zhu; Zhi Jin (CoRR, 2024)

aiXcoder-7B: A Lightweight and Effective Large Language Model for Code Completion. - Siyuan Jiang; Jia Li 012; He Zong; Huanyu Liu; Hao Zhu; Shukai Hu; Erlu Li; Jiazheng Ding; Yu Han; Wei Ning; Gen Wang; Yihong Dong; et al. (CoRR, 2024)

EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations. - Jia Li 012; Ge Li 001; Xuanming Zhang; Yunfei Zhao; Yihong Dong; Zhi Jin; Binhua Li; Fei Huang 002; Yongbin Li (CoRR, 2024)

Why language models collapse when trained on recursively generated text. - Lecheng Wang; Xianjie Shi; Ge Li 001; Jia Li 012; Yihong Dong; Xuanming Zhang; Wenpin Jiao; Hong Mei 001 (CoRR, 2024)

WELL: Applying bug detectors to bug localization via weakly supervised learning. - Huangzhao Zhang; Zhuo Li; Jia Li 012; Zhi Jin; Ge Li 001 (J. Softw. Evol. Process., 2024)

UnCert-CoT: Uncertainty-Aware Chain-of-Thought for Code Generation with Large Language Model. - Yuqi Zhu; Ge Li 001; Xue Jiang; Jia Li 012; Hong Mei 001; Zhi Jin; Yihong Dong; Qibin Zheng (ICIC (23), 2025)

aiXcoder-7B: A Lightweight and Effective Large Language Model for Code Processing. - Siyuan Jiang; Jia Li 012; He Zong; Huanyu Liu; Hao Zhu; Shukai Hu; Erlu Li; Jiazheng Ding; Yu Han; Wei Ning; Ge Li 001 (SEIP@ICSE, 2025)

FANformer: Improving Large Language Models Through Effective Periodicity Modeling. - Yihong Dong; Ge Li 001; Xue Jiang; Yongding Tao; Kechi Zhang; Hao Zhu; Huanyu Liu; Jiazheng Ding; Jia Li 012; Jinliang Deng; Hong Mei 001 (CoRR, 2025)

aiXcoder-7B-v2: Training LLMs to Fully Utilize the Long Context in Repository-level Code Completion. - Jia Li 012; Hao Zhu; Huanyu Liu; Xianjie Shi; He Zong; Yihong Dong; Kechi Zhang; Siyuan Jiang; Zhi Jin; Ge Li 001 (CoRR, 2025)

CodeRAG: Supportive Code Retrieval on Bigraph for Real-World Code Generation. - Jia Li 011; Xianjie Shi; Kechi Zhang; Lei Li; Ge Li 001; Zhengwei Tao; Jia Li 012; Fang Liu 032; Chongyang Tao; Zhi Jin (CoRR, 2025)

Large Language Model-Aware In-Context Learning for Code Generation. - Jia Li 012; Chongyang Tao; Jia Li Male; Ge Li 001; Zhi Jin; Huangzhao Zhang; Zheng Fang; Fang Liu 032 (ACM Trans. Softw. Eng. Methodol., 2025)