Chenyu Zhou

1. Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
   2024/05/31 by Chaoyou Fu, Yuhan Dai, Fu, Chaoyou +35 · 337 citations
   Computer Science · Medicine · #AI in cancer detection #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
2. Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering
   2026/04/09 by Chenyu Zhou, Huacan Chai, Wenteng Chen +18 · 4 voices · 5 citations
   #cs.SE #cs.MA
3. Ultrathin Magnesium-based Coating as an Efficient Oxygen Barrier for Superconducting Circuit Materials
   2023/09/22 by Chenyu Zhou, Junsik Mun, Zhou, Chenyu +33 · 2 citations
   Engineering · Materials Science · Physics and Astronomy · #Semiconductor materials and devices #Electronic and Structural Properties of Oxides #Physics of Superconductivity and Magnetism
4. Eliminating Surface Oxides of Superconducting Circuits with Noble Metal Encapsulation
   2024/08/23 by Ray Chang, Chang, Ray D., Nana Shumiya +33 · 3 citations
   Engineering · Materials Science · Physics and Astronomy · #Electronic and Structural Properties of Oxides #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Physics of Superconductivity and Magnetism #Quantum Physics (quant-ph) #Semiconductor materials and devices #Superconductivity (cond-mat.supr-con)
5. On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation
   2023/06/15 by Zhanke Zhou, Chenyu Zhou, Zhou, Zhanke +9 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models
   2024/06/14 by Chenyu Zhou, Mengdan Zhang, Zhou, Chenyu +13 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Topic Modeling
7. The Best of Times, the Worst of Times: Moment-Based Analysis of Probabilistic Cost Structures
   2026/07/28 by Chenyu Zhou, Di Wang, Thomas Reps
   #cs.PL
8. FedLSG: LLM-Enhanced Semantic Calibration for Federated Graph Backdoor Defense
   2026/07/22 by Chenyu Zhou, Yabin Peng, Wei Huang +3
   #cs.CR #cs.AI #cs.LG