Hongbo Zhang

15 papers · 2020–2025 · 11 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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🗺️ Taxonomy Completionist (41) 🌍 Conference Polyglot · Gold 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

👥 Mega-Team · Squad 🏆 Grand Slam ⚡ Prolific Year · Productive ❓ The Questioner 💎 Century Club · Bronze 🌈 Renaissance Researcher (6) 📈 Trend Setter 🗃️ Keyword Collector (73)

Venues

EMNLP (3) CoRL (2) ICLR (2) AAAI (1) ACL (1) COLING (1) ECCV (1) ICML (1) IJCAI (1) MICCAI (1) NeurIPS (1)

Top co-authors

Yue Zhang (5) Linyi Yang (4) Jun Wang (3) Guangsheng Bao (3) Minjun Zhu (2) Wulong Liu (2) Jianye Hao (2) Wenjie Li (1) Zhengbang Zhu (1) Yonggang Shi (1)

Research topics

Artificial Intelligence (9) Core AI (8) Machine Learning (7) Deep Learning (5) Natural Language Processing (4) Reinforcement Learning (4) Models (4) Application Areas (3) Learning Types (3) Methods (3) Resources & Methods (3) Computer Vision (2) Analysis (2) Generation (2) Learning Paradigms (2)

Keywords

large language model (3) reinforcement learning (3) knowledge distillation (2) offline reinforcement learning (2) chain-of-thought reasoning (2) sim-to-real transfer (1) dialogue generation (1) imitation learning (1) multi-agent learning (1) in-context learning (1) domain generalization (1) reinforcement learning from human feedback (1) multimodal learning (1) autonomous driving (1) depth estimation (1) locomotion control (1) robot learning (1) gradient descent (1) zero-shot learning (1) representation learning (1)

Papers

Constrain Alignment with Sparse Autoencoders ICML 2025 CycleResearcher: Improving Automated Research via Automated Review ICLR 2025 Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values EMNLP 2025 GPU Accelerated Modeling of Cortical Radial and Tangential Connectivity Changes in Neurodegeneration MICCAI 2025 How Likely Do LLMs with CoT Mimic Human Reasoning? COLING 2025 Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction ICLR 2025 AutoSurvey: Large Language Models Can Automatically Write Surveys NeurIPS 2024 NondBREM: Nondeterministic Offline Reinforcement Learning for Large-Scale Order Dispatching AAAI 2024 "Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts" ECCV 2024 Co-training and Co-distillation for Quality Improvement and Compression of Language Models EMNLP 2023 Enhancing Dialogue Generation via Dynamic Graph Knowledge Aggregation ACL 2023 HuatuoGPT, Towards Taming Language Model to Be a Doctor EMNLP 2023 GenLoco: Generalized Locomotion Controllers for Quadrupedal Robots CoRL 2022 SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving CoRL 2020 Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets IJCAI 2020