Ge Li

CODERL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment ACL 2026 DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt AAAI 2026 KoCo-Bench: Can Large Language Models Leverage Domain Knowledge in Software Development? ACL 2026 Large Language Model Unlearning for Source Code AAAI 2026 RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization ACL 2026 Saber: Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model in Code Generation ACL 2026 Benchmarking Long-Context Language Models on Long Code Understanding ACL 2025 CodeDPO: Aligning Code Models with Self Generated and Verified Source Code ACL 2025 Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points ACL 2025 LLM-Powered Test Case Generation for Detecting Bugs in Plausible Programs ACL 2025 Rethinking Repetition Problems of LLMs in Code Generation ACL 2025 CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges ACL 2024 DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories ACL 2024 Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs COLING 2024 EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations NeurIPS 2024 Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models ACL 2024 HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position ACL 2024 Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models AAAI 2024 PACE: Improving Prompt with Actor-Critic Editing for Large Language Model ACL 2024 Self-Edit: Fault-Aware Code Editor for Code Generation ACL 2023 Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively NeurIPS 2022 Rethinking Positional Encoding in Tree Transformer for Code Representation EMNLP 2022 Integrating Tree Path in Transformer for Code Representation NeurIPS 2021 Generating Adversarial Examples for Holding Robustness of Source Code Processing Models AAAI 2020 NLocalSAT: Boosting Local Search with Solution Prediction IJCAI 2020 A Grammar-Based Structural CNN Decoder for Code Generation AAAI 2019 Code Generation as a Dual Task of Code Summarization NeurIPS 2019 Summarizing Source Code with Transferred API Knowledge IJCAI 2018 Compressing Neural Language Models by Sparse Word Representations ACL 2016 How Transferable are Neural Networks in NLP Applications? EMNLP 2016 Improved relation classification by deep recurrent neural networks with data augmentation COLING 2016 Natural Language Inference by Tree-Based Convolution and Heuristic Matching ACL 2016 Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation COLING 2016 A Comparative Study on Regularization Strategies for Embedding-based Neural Networks EMNLP 2015 Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths EMNLP 2015 Discriminative Neural Sentence Modeling by Tree-Based Convolution EMNLP 2015