Qi Guo

QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization ACL 2026 PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems AAAI 2026 QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression AAAI 2026 QiMeng-Kernel: Macro-Thinking Micro-Coding Paradigm for LLM-Based High-Performance GPU Kernel Generation AAAI 2026 Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective AAAI 2026 DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization NAACL 2025 Forgetting Through Transforming: Enabling Federated Unlearning via Class-Aware Representation Transformation ICCV 2025 QiMeng-TensorOp: One-Line Prompt is Enough for High-Performance Tensor Operator Generation with Hardware Primitives IJCAI 2025 Causal Effect Estimation with Mixed Latent Confounders and Post-treatment Variables ICLR 2025 Automated Superscalar Processor Design by Learning Data Dependencies IJCAI 2025 QiMeng-GEMM: Automatically Generating High-Performance Matrix Multiplication Code by Exploiting Large Language Models AAAI 2025 InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct AAAI 2025 QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm ACL 2025 Blurry-Edges: Photon-Limited Depth Estimation from Defocused Boundaries CVPR 2025 Focal Split: Untethered Snapshot Depth from Differential Defocus CVPR 2025 QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach OSDI 2025 CoRAG: Enhancing Hybrid Retrieval-Augmented Generation through a Cooperative Retriever Architecture EMNLP 2025 FinEval-KR: A Financial Domain Evaluation Framework for Large Language Models’ Knowledge and Reasoning EMNLP 2025 REDIR: Refocus-free Event-based De-occlusion Image Reconstruction ECCV 2024 AutoSurvey: Large Language Models Can Automatically Write Surveys NIPS 2024 Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? CVPR 2024 Automated CPU Design by Learning from Input-Output Examples IJCAI 2024 Prompt-based Visual Alignment for Zero-shot Policy Transfer ICML 2024 AutoOS: Make Your OS More Powerful by Exploiting Large Language Models ICML 2024 Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning AAAI 2024 Emergent Communication for Numerical Concepts Generalization AAAI 2024 Generative Quanta Color Imaging CVPR 2024 ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation NIPS 2024 What Makes a Good Order of Examples in In-Context Learning ACL 2024 Conceptual Reinforcement Learning for Language-Conditioned Tasks AAAI 2023 Efficient Symbolic Policy Learning with Differentiable Symbolic Expression NIPS 2023 Emergent Communication for Rules Reasoning NIPS 2023 ANPL: Towards Natural Programming with Interactive Decomposition NIPS 2023 Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning NIPS 2023 Context Shift Reduction for Offline Meta-Reinforcement Learning NIPS 2023 Online Symbolic Regression with Informative Query AAAI 2023 Debias NLU Datasets via Training-free Perturbations EMNLP 2023 BALTO: fast tensor program optimization with diversity-based active learning ICLR 2023 Quantized Distributed Training of Large Models with Convergence Guarantees ICML 2023 Online Prototype Alignment for Few-shot Policy Transfer ICML 2023 Object-Category Aware Reinforcement Learning NIPS 2022 Causality-driven Hierarchical Structure Discovery for Reinforcement Learning NIPS 2022 BabelTower: Learning to Auto-parallelized Program Translation ICML 2022 Neural Program Synthesis with Query ICLR 2022 Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment IJCAI 2021 ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers NIPS 2021 Fixed-Point Back-Propagation Training CVPR 2020 DWM: A Decomposable Winograd Method for Convolution Acceleration AAAI 2020 Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset ECCV 2018 Focal Track: Depth and Accommodation With Oscillating Lens Deformation ICCV 2017 Questimator: Generating Knowledge Assessments for Arbitrary Topics IJCAI 2016