Wenkai Guo

3 papers · 2024–2025 · 3 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver ❓ The Questioner (2)

Venues

CoRL (1) EMNLP (1) NeurIPS (1)

Top co-authors

Haolin Wang (2) Shaojie Tang (2) Jianwei Niu (2) Xuefeng Liu (2) Haoyuan Deng (1) Zhenyu Wu (1) Jing Yuan (1) Ziwei Wang (1) Qianzhun Wang (1)

Research topics

Artificial Intelligence (2) Learning Paradigms (2) Deep Learning (1) Machine Learning (1) Reinforcement Learning (1) Robotics (1) Application Areas (1) Applications (1) Capabilities (1) Models (1)

Keywords

federated learning (2) differential privacy (1) privacy preservation (1) trajectory optimization (1) data leakage (1) convergence speed (1) vision-language model (1) safety constraint (1) large language model (1) bimanual manipulation (1) partial network update (1) layer mismatch (1) diffusion-based policy learning (1) dual-arm cooperation (1)

Papers

Can Federated Learning Safeguard Private Data in LLM Training? Vulnerabilities, Attacks, and Defense Evaluation EMNLP 2025 SafeBimanual: Diffusion-based trajectory optimization for safe bimanual manipulation CoRL 2025 Why Go Full? Elevating Federated Learning Through Partial Network Updates NeurIPS 2024