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Jiaming Guo

28 papers · 2013–2026 · 9 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (57) πŸƒ Academic Marathon Β· Half 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
🧬 Topic Evolution 🀝 Dynamic Duo (21) πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (5) πŸ—ƒοΈ Keyword Collector (141)

Venues

AAAI (10) NeurIPS (7) ACL (2) CVPR (2) ICCV (2) ICML (2) ECCV (1) IJCAI (1) OSDI (1)

Top co-authors

Yunji Chen (21) Rui Zhang (21) shaohui peng (18) Qi Guo (18) Zidong Du (18) Xing Hu (14) Qi Yi (13) xishan zhang (12) Ruizhi Chen (12) Ling Li (12)

Research topics

Artificial Intelligence (20) Core AI (17) Machine Learning (16) Reinforcement Learning (10) Deep Learning (9) Learning Paradigms (8) Methods (8) Learning Types Β· Machine Learning (6) Core Methods (5) Learning Types Β· Deep Learning (5) Application Areas (4) Models (4) Optimization & Theory (4) Computer Vision (3) Applications (3)

Keywords

large language model (5) reinforcement learning (4) code generation (3) diffusion model (3) transfer learning (3) neural network optimization (2) policy transfer (2) mutual information (2) zero-shot learning (2) emergent communication (2) zero-shot generalization (2) multi-agent system (2) model selection (1) offline reinforcement learning (1) multi-agent reinforcement learning (1) few-shot learning (1) multi-task learning (1) representation learning (1) model compression (1) sample efficiency (1)

Papers

ColorFLUX: A Structure-Color Decoupling Framework for Old Photo Colorization CVPR 2026 Efficient Diffusion Planning with Temporal Diffusion 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 QiMeng-PRepair: Precise Code Repair via Edit-Aware Reward Optimization ACL 2026 Run, Ruminate, and Regulate: A Dual-process Thinking System for Vision-and-Language Navigation AAAI 2026 Test-Time Preference Optimization for Image Restoration AAAI 2026 QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach OSDI 2025 Emergent Communication for Numerical Concepts Generalization AAAI 2024 Ex3: Automatic Novel Writing by Extracting, Excelsior and Expanding ACL 2024 Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning AAAI 2024 OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning AAAI 2024 Prompt-based Visual Alignment for Zero-shot Policy Transfer ICML 2024 Conceptual Reinforcement Learning for Language-Conditioned Tasks AAAI 2023 Context Shift Reduction for Offline Meta-Reinforcement Learning NeurIPS 2023 Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning NeurIPS 2023 Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning NeurIPS 2023 Efficient Symbolic Policy Learning with Differentiable Symbolic Expression NeurIPS 2023 Emergent Communication for Rules Reasoning NeurIPS 2023 Online Prototype Alignment for Few-shot Policy Transfer ICML 2023 A Codec Information Assisted Framework for Efficient Compressed Video Super-Resolution ECCV 2022 Causality-driven Hierarchical Structure Discovery for Reinforcement Learning NeurIPS 2022 Object-Category Aware Reinforcement Learning NeurIPS 2022 Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment IJCAI 2021 DWM: A Decomposable Winograd Method for Convolution Acceleration AAAI 2020 Fixed-Point Back-Propagation Training CVPR 2020 Perspective Motion Segmentation via Collaborative Clustering ICCV 2013 Video Co-segmentation for Meaningful Action Extraction ICCV 2013