Senkang Hu

4 papers · 2025–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

AAAI (2) CVPR (2)

Top co-authors

Yihang Tao (2) Yuguang Fang (2) Hangcheng Cao (2) Guowen Xu (2) Haoyong Wang (1) Jinpeng Chen (1) Zhengru Fang (1) Mengyang Wu (1) Haonan An (1) Hongwei Li (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Core AI (2) Learning Types (2) Computer Vision (1) Machine Learning (1) Reinforcement Learning (1) Analysis (1) Application Areas (1) Architectures (1) Domain-Specific (1) Learning Paradigms (1) Methods (1) Models (1)

Keywords

collaborative perception (2) reinforcement learning (1) entropy minimization (1) autonomous driving (1) bird's eye view (1) entropy maximization (1) adversarial attack (1) autonomous vehicle (1) multimodal large language model (1) group relative policy optimization (1) multi-agent detection (1) malicious agent detection (1) verifiable reward (1) data marketplace (1) connected autonomous vehicle (1) verifiable computation (1) privacy-preserving evaluation (1) utility trading (1) encrypted scoring (1) mutual view information graph (1)

Papers

From Exploration to Exploitation: A Two-Stage Entropy RLVR Approach for Noise-Tolerant MLLM Training CVPR 2026 Learning Mutual View Information Graph for Adaptive Adversarial Collaborative Perception CVPR 2026 MartDE: A Privacy-Preserving and Cost-Efficient Evaluation Framework for Data Marketplaces AAAI 2026 CP-Guard: Malicious Agent Detection and Defense in Collaborative Bird’s Eye View Perception AAAI 2025