Houwen Peng

Computer Science · Physical Sciences

33h-index8.6kcitations77works0.32yr avg
OpenAlex↗ORCID↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Advanced Neural Network Applications(26), Advanced Image and Video Retrieval Techniques(21), Multimodal Machine Learning Applications(19), Video Surveillance and Tracking Methods(17), Visual Attention and Saliency Detection(15)

Publications77 total

MedSAM-Agent: Empowering Interactive Medical Image Segmentation with Multi-turn Agentic Reinforcement Learning
arXiv (Cornell University)·2026Open Access
MedSAM-Agent: Empowering Interactive Medical Image Segmentation with Multi-turn Agentic Reinforcement Learning
arXiv (Cornell University)·2026Open Access
Dual-Phase LLM Reasoning: Self-Evolved Mathematical Frameworks
arXiv (Cornell University)·2026Open Access
Dual-Phase LLM Reasoning: Self-Evolved Mathematical Frameworks
ArXiv.org·2026Open Access
HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models
Underline Science Inc.·2026Open Access
Bee: A High-Quality Corpus and Full-Stack Suite to Unlock Advanced Fully Open MLLMs
arXiv (Cornell University)·2025Open Access
R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning
arXiv (Cornell University)·2025Open Access
R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation
arXiv (Cornell University)·2025Open Access
HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models
arXiv (Cornell University)·2025Open Access
Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning
2025Open Access
ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws
arXiv (Cornell University)·2024Open Access
Xwin-LM: Strong and Scalable Alignment Practice for LLMs
arXiv (Cornell University)·2024Open Access
Common 7B Language Models Already Possess Strong Math Capabilities
arXiv (Cornell University)·2024· 3 citedOpen Access
ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws
2024· 1 citedOpen Access
FP8-LM: Training FP8 Large Language Models
arXiv (Cornell University)·2023· 3 citedOpen Access
The First Visual Object Tracking Segmentation VOTS2023 Challenge Results
2023· 13 cited
TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance
2023· 45 cited
Exploring Lightweight Hierarchical Vision Transformers for Efficient Visual Tracking
2023· 98 cited
Attentive Mask CLIP
2023· 24 cited
TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance
arXiv (Cornell University)·2023· 4 citedOpen Access
page 1 of 4Next →

Frequent Co-authors

Jianlong Fu(28), Huchuan Lu(11), Bing Li(9), Weiming Hu(9), Haibin Ling(9), Dong Wang(8), Weihua Xiong(6), Kan Wu(6), Minghao Chen(6), Matej Kristan(5), Jiřı́ Matas(5), Michael Felsberg(5), Luka Čehovin Zajc(5), Ondřej Drbohlav(5), Alan Lukežič(5), Gustavo J. Fernández(5), Bin Yan(5), Christian Micheloni(5), Goutam Bhat(5), Hongyuan Yu(5)