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Mengchen Zhao

13 papers · 2017–2026 · 7 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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+7 more ↓ πŸ—ΊοΈ Taxonomy Completionist (31) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🧬 Topic Evolution 🧭 Keyword Pioneer πŸ† Grand Slam πŸ“ˆ Trend Setter πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (69)

Venues

ACL (3) IJCAI (3) CVPR (2) ICML (2) AAAI (1) ICLR (1) NeurIPS (1)

Top co-authors

Bo An (8) Yi Cai (5) Pengjie Gu (5) Jianye Hao (4) Dong Li (2) Jiexin Wang (2) Xu He (2) Jiajie Zeng (2) Xinzhi Zhang (2) Hohei Chan (2)

Research topics

Artificial Intelligence (7) Machine Learning (7) Reinforcement Learning (7) Core AI (7) Methods (7) Deep Learning (6) Learning Types Β· Machine Learning (6) Application Areas (4) Learning Types Β· Deep Learning (4) Core Methods (2) Models (2) Interdisciplinary (1) Cognitive Science (1) Optimization & Theory (1) Techniques (1)

Keywords

reinforcement learning (4) ad hoc teamwork (3) partial observability (3) offline reinforcement learning (2) large language model (2) variational autoencoder (2) agent communication (1) off-policy evaluation (1) representation learning (1) multimodal learning (1) code generation (1) policy learning (1) fraud detection (1) markov decision process (1) policy gradient (1) motion generation (1) value estimation (1) domain generalization (1) learning to rank (1) data poisoning (1)

Papers

MavenCoder: Competitive Code Generation via Model Adaptive Planning Strategies and Multi-Perspective Verification Enhancement ACL 2026 PADiff: Predictive and Adaptive Diffusion Policies for Ad Hoc Teamwork AAAI 2026 SeDev: Structured Semantic Exploration for LLM-Driven Code Generation ACL 2026 Ad Hoc Teamwork via Offline Goal-Based Decision Transformers ICML 2025 RTADev: Intention Aligned Multi-Agent Framework for Software Development ACL 2025 Improving Unsupervised Hierarchical Representation with Reinforcement Learning CVPR 2024 PoRank: A Practical Framework for Learning to Rank Policies IJCAI 2024 Co-Speech Gesture Synthesis by Reinforcement Learning With Contrastive Pre-Trained Rewards CVPR 2023 Offline RL with Discrete Proxy Representations for Generalizability in POMDPs NeurIPS 2023 Learning Pseudometric-based Action Representations for Offline Reinforcement Learning ICML 2022 Online Ad Hoc Teamwork under Partial Observability ICLR 2022 Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty IJCAI 2018 Efficient Label Contamination Attacks Against Black-Box Learning Models IJCAI 2017