Hanrong Ye

1. ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
   2025/11/26 by Hongjin Su, Shizhe Diao, Su, Hongjin +30 · 4 voices · 5 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning and Data Classification #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.MA
2. MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs
   2024/07/01 by Yusu Qian, Qian, Yusu, Hanrong Ye +9 · 25 citations
   Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Translation Studies and Practices #linguistics and terminology studies
3. Scaling RL to Long Videos
   2025/07/10 by Yukang Chen, Chen, Yukang, Wei Huang +25 · 1 voice · 35 citations
   Computer Science · #Advanced Vision and Imaging #Cache #Modalities #Pipeline (software) #Reinforcement learning #Sequence (biology) #Speedup #Training (meteorology) #Video Analysis and Summarization #Video processing #cs.AI #cs.CL #cs.CV
4. X-VILA: Cross-Modality Alignment for Large Language Model
   2024/05/29 by Hanrong Ye, De-An Huang, Ye, Hanrong +19 · 13 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
5. DiffusionMTL: Learning Multi-Task Denoising Diffusion Model from Partially Annotated Data
   2024/03/22 by Hanrong Ye, Dan Xu, Ye, Hanrong +1 · 7 citations
   Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Neural Networks and Applications
6. I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models
   2025/02/12 by Zetian Mi, Kuan-Chieh Wang, Mi, Zhenxing +13 · 9 citations
   Computer Science · #Speech and dialogue systems
7. OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM
   2025/10/17 by Hanrong Ye, Chao-Han Huck Yang, Ye, Hanrong +61 · 1 voice · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
8. SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis
   2023/11/06 by Hanrong Ye, Ye, Hanrong, Jason Kuen +9 · 3 citations
   Computer Science · Medicine · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Radiomics and Machine Learning in Medical Imaging
9. Contrastive Multi-Task Dense Prediction
   2023/07/16 by Siwei Yang, Hanrong Ye, Yang, Siwei +3 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition #Advanced Neural Network Applications
10. An Asymptotically Optimal Multi-Armed Bandit Algorithm and Hyperparameter Optimization
    2020/07/11 by Yimin Huang, Yujun Li, Huang, Yimin +7 · 1 citation
    Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Statistics Theory (math.ST) #cs.LG #math.ST #stat.ML #stat.TH
11. Multi-Task Label Discovery via Hierarchical Task Tokens for Partially Annotated Dense Predictions
    2024/11/27 by Jingdong Zhang, Hanrong Ye, Zhang, Jingdong +7 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Rough Sets and Fuzzy Logic #Text and Document Classification Technologies
12. UALM: Unified Audio Language Model for Understanding, Generation and Reasoning
    2025/10/13 by Jinchuan Tian, Tian, Jinchuan, Sang-gil Lee +25 · 2 citations
    Computer Science · #Audio analyzer #Audio signal processing #Computation and Language (cs.CL) #Domain (mathematical analysis) #FOS: Computer and information sciences #Generative grammar #Generative model #Inference #Language model #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD)