Sicong Leng

1. Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
   2023/11/28 by Sicong Leng, Leng, Sicong, Hang Zhang +11 · 134 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
2. VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs
   2024/06/11 by Zesen Cheng, Cheng, Zesen, Sicong Leng +19 · 166 citations
   Computer Science · #Music and Audio Processing #Video Analysis and Summarization
3. VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding
   2025/01/22 by Boqiang Zhang, Kehan Li, Zhang, Boqiang +26 · 147 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
4. Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention
   2024/06/18 by Wenbin An, An, Wenbin, Feng Tian +14 · 28 citations
   Biochemistry, Genetics and Molecular Biology · Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Epilepsy research and treatment #FOS: Computer and information sciences #Functional Brain Connectivity Studies
5. Uncovering What, Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly
   2024/04/30 by Hang Du, Du, Hang, Sicheng Zhang +35 · 18 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Advanced Malware Detection Techniques #Network Security and Intrusion Detection
6. Interventional Video Grounding with Dual Contrastive Learning
   2021/06/21 by Guoshun Nan, Rui Qiao, Nan, Guoshun +11 · 4 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
7. The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio
   2024/10/16 by Sicong Leng, Yun Xing, Leng, Sicong +17 · 8 citations
   Computer Science · #Digital Media Forensic Detection
8. VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning
   2025/07/30 by Ruifeng Yuan, Yuan, Ruifeng, Chenghao Xiao +21 · 12 citations
   Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques
9. BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays
   2024/10/29 by Yang Zhou, Tan Li Hui Faith, Zhou, Yang +11 · 3 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #Image Retrieval and Classification Techniques #Biomedical Text Mining and Ontologies #Lung Cancer Diagnosis and Treatment
10. RynnVLA-001: Using Human Demonstrations to Improve Robot Manipulation
    2025/09/18 by Yuming Jiang, Jiang, Yuming, Siteng Huang +23 · 8 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Robotics (cs.RO)
11. LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling
    2025/11/25 by Zuhao Yang, S. H. Wang, Yang, Zuhao +17 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Explainable Artificial Intelligence (XAI)
12. RynnBrain 1.1: Towards More Capable and Generalizable Embodied Foundation Model
    2026/07/20 by Kehan Li, Bohan Hou, Minghao Zhu +27 · 1 voice
    #cs.RO
13. Offline-Online Curriculum RL for Multimodal Reasoning
    2026/07/26 by Wendi Deng, Hang Du, Guoshun Nan +11
    #cs.AI