Qingwei Lin

CI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents ACL 2026 Gradient-Guided Multi-Judge Prompt Optimization ACL 2026 LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals ACL 2026 RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository ACL 2026 AdaptFlow: Adaptive Workflow Optimization via Meta-Learning EMNLP 2025 AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents ACL 2025 DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale ACL 2025 ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation EMNLP 2025 From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models EMNLP 2025 ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM EMNLP 2025 MEETING DELEGATE: Benchmarking LLMs on Attending Meetings on Our Behalf EMNLP 2025 OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures? ICLR 2025 Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for LLM-Powered Agents EMNLP 2025 Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval CVPR 2025 RuAG: Learned-rule-augmented Generation for Large Language Models ICLR 2025 SELF-EVOLVED REWARD LEARNING FOR LLMS ICLR 2025 Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation EMNLP 2025 Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation EMNLP 2025 Token-level Proximal Policy Optimization for Query Generation EMNLP 2025 UFO: A UI-Focused Agent for Windows OS Interaction NAACL 2025 WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models ACL 2025 WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct ICLR 2025 AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation EMNLP 2024 Balance Reward and Safety Optimization for Safe Reinforcement Learning: A Perspective of Gradient Manipulation AAAI 2024 Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments ACL 2024 EfficientRAG: Efficient Retriever for Multi-Hop Question Answering EMNLP 2024 Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation ACL 2024 LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression ACL 2024 SELF-GUARD: Empower the LLM to Safeguard Itself NAACL 2024 SMuCo: Reinforcement Learning for Visual Control via Sequential Multi-view Total Correlation UAI 2024 WizardArena: Post-training Large Language Models via Simulated Offline Chatbot Arena NeurIPS 2024 WizardCoder: Empowering Code Large Language Models with Evol-Instruct ICLR 2024 WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex Instructions ICLR 2024 Conservative State Value Estimation for Offline Reinforcement Learning NeurIPS 2023 Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering EMNLP 2023 LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval ICCV 2023 MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation ACL 2023 NetPanel: Traffic Measurement of Exchange Online Service NSDI 2023 PathLAD+: An Improved Exact Algorithm for Subgraph Isomorphism Problem IJCAI 2023 Towards Lightweight, Model-Agnostic and Diversity-Aware Active Anomaly Detection ICLR 2023 Automatic Loss Function Search for Predict-Then-Optimize Problems with Strong Ranking Property ICLR 2022 RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure OSDI 2022 T-SMOTE: Temporal-oriented Synthetic Minority Oversampling Technique for Imbalanced Time Series Classification IJCAI 2022 A Runtime Analysis of Typical Decomposition Approaches in MOEA/D Framework for Many-objective Optimization Problems IJCAI 2021 A Surrogate Objective Framework for Prediction+Programming with Soft Constraints NeurIPS 2021 Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems AAAI 2021 NuQClq: An Effective Local Search Algorithm for Maximum Quasi-Clique Problem AAAI 2021 Predictive Job Scheduling under Uncertain Constraints in Cloud Computing IJCAI 2021 PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector AAAI 2021 Gandalf: An Intelligent, End-To-End Analytics Service for Safe Deployment in Large-Scale Cloud Infrastructure NSDI 2020 Intelligent Virtual Machine Provisioning in Cloud Computing IJCAI 2020 Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions OSDI 2020 Two-goal Local Search and Inference Rules for Minimum Dominating Set IJCAI 2020 Local Search with Efficient Automatic Configuration for Minimum Vertex Cover IJCAI 2019