Mengchen Zhao
13 papers · 2017–2026 · 7 conferences · across top CS/AI conferences
Achievements
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Conferences
ACL (3)
IJCAI (3)
CVPR (2)
ICML (2)
AAAI (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(3)
large language model
(2)
variational autoencoder
(2)
offline reinforcement learning
(2)
off-policy evaluation
(1)
agent communication
(1)
representation learning
(1)
fraud detection
(1)
policy gradient
(1)
code generation
(1)
multi-modal learning
(1)
policy learning
(1)
domain generalization
(1)
markov decision process
(1)
partial observability
(1)
learning to rank
(1)
value estimation
(1)
motion generation
(1)
data poisoning
(1)
contrastive learning
(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
NIPS 2023
Online Ad Hoc Teamwork under Partial Observability
ICLR 2022
Learning Pseudometric-based Action Representations for Offline Reinforcement Learning
ICML 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