Heng Zhou

7 papers · 2022–2026 · 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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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🌈 Renaissance Researcher (5)

Venues

AAAI (1) ACL (1) COLING (1) CVPR (1) ECCV (1) EMNLP (1) NeurIPS (1)

Top co-authors

Zhenfei Yin (2) Hejia Geng (2) LEI BAI (2) Xiangyuan Xue (2) Li Kang (2) Xiaofan Li (1) Mulei Zhang (1) Xianqiang Gao (1) Guohao Zhu (1) Zelin Tan (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (3) Learning Types (2) Computer Vision (1) Natural Language Processing (1) Reinforcement Learning (1) Robotics (1) Analysis (1) Applications (1) Capabilities (1) Core Methods (1) Domain-Specific (1) Generation (1) Methods (1)

Keywords

large language model (2) mathematical reasoning (1) autonomous driving (1) joint learning (1) prompt learning (1) surface reconstruction (1) robot manipulation (1) multivariate time series (1) causal knowledge (1) reward model (1) scaling law (1) flow-based model (1) pre-trained language model (1) 3d mesh (1) vision-language-action model (1) task graph (1) controlled differential equation (1) event causality identification (1) reasoning task (1) data scarcity (1)

Papers

FM-Steer: Enhance Generalist Policies with Value-Guided Cascaded Denoising CVPR 2026 Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning ACL 2026 State-Derivative-Aware Neural Controlled Differential Equations for Multivariate Time Series Anomaly Detection and Diagnosis AAAI 2026 ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks EMNLP 2025 SGS-SLAM: Semantic Gaussian Splatting For Neural Dense SLAM ECCV 2024 SS3DM: Benchmarking Street-View Surface Reconstruction with a Synthetic 3D Mesh Dataset NeurIPS 2024 Event Causality Identification via Derivative Prompt Joint Learning COLING 2022