Junkai Zhang

Venues

Frequent coauthors

Papers

1. Bi-Level Knowledge Transfer for Multi-Task Multi-Agent Reinforcement Learning
   NeurIPS 2025 · Junkai Zhang
2. EEG-FSL: An EEG-Based Few-Shot Learning Framework for Music Recommendation
   CIKM 2025 ·

   Ming He

   DBLP profile ↗ORCID search ↗
3. MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
   NAACL 2025 ·

   Jingyuan Qi

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4. MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery
   SIGKDD 2025 ·

   Jianpeng Chen

   DBLP profile ↗ORCID search ↗
5. PUO-Bench: A Panel Understanding and Operation Benchmark with A Privacy-Preserving Framework
   NeurIPS 2025 ·

   Wei Lin

   DBLP profile ↗ORCID search ↗
6. Protein Large Language Models: A Comprehensive Survey
   EMNLP 2025 ·

   Yijia Xiao

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7. Training LLMs for Optimization Modeling via Iterative Data Synthesis and Structured Validation
   EMNLP 2025 ·

   Yang Wu

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8. Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems
   WWW 2024 ·

   Zijie Huang

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9. Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time
   NeurIPS 2024 ·

   Zixiang Chen

   DBLP profile ↗ORCID search ↗
10. Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning
    AAAI 2024 · Junkai Zhang
11. Uncertainty-Aware Reward-Free Exploration with General Function Approximation
    ICML 2024 · Junkai Zhang