Han Shen

1. On Penalty-based Bilevel Gradient Descent Method
   2023/02/10 by Han Shen, Shen, Han, Xiao, Quan +1 · 26 citations
   Computer Science · Medicine · #Stochastic Gradient Optimization Techniques #Machine Learning and ELM #Pancreatic and Hepatic Oncology Research
2. SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
   2024/10/09 by Han Shen, Pin‐Yu Chen, Shen, Han +4 · 24 citations
   Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Magnetic confinement fusion research #Nuclear reactor physics and engineering
3. Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach
   2022/10/23 by Heshan Fernando, Han Shen, Fernando, Heshan +9 · 5 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
4. Understanding Forgetting in LLM Supervised Fine-Tuning and Preference Learning -- A Convex Optimization Perspective
   2024/10/20 by Heshan Fernando, Han Shen, Fernando, Heshan +11 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Optimization and Control (math.OC)
5. Learned Video Compression via Joint Spatial-Temporal Correlation Exploration
   2019/12/13 by Haojie Liu, Liu, Haojie, Han Shen +9 · 1 citation
   Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimedia (cs.MM) #Video Coding and Compression Technologies #electronic engineering #information engineering
6. Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization
   2024/01/13 by A F M Saifuddin Saif, Saif, A F M, Xiaodong Cui +9 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing
7. USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation
   2024/06/07 by Xiaoqi Wang, Wang, Xiaoqi, Wenbin He +19 · 4 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Radiomics and Machine Learning in Medical Imaging
8. On Entropy Control in LLM-RL Algorithms
   2025/09/03 by Han Shen, Shen, Han · 11 citations
   Computer Science · Engineering · #Advanced Control Systems Optimization #Artificial Intelligence (cs.AI) #Control Systems and Identification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
9. Kimi K3: Open Frontier Intelligence
   2026/07/27 by Kimi Team, Tongtong Bai, Yifan Bai +398 · 1 voice
   #cs.CL #cs.LG