Han, Shuo
- Robust Multi-Agent Reinforcement Learning with State Uncertainty
2023/07/30 by He, Sihong, Han, Songyang, Su, Sanbao +3 · 9 citations
#Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Gradual Release of Sensitive Data under Differential Privacy
2015/04/02 by Koufogiannis, Fragkiskos, Han, Shuo, Pappas, George J. · 3 citations
#Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Generative Machine Learning for Detector Response Modeling with a Conditional Normalizing Flow
2023/03/17 by Allison Xu, S. Han, Xu, Allison +5 · 5 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Particle physics theoretical and experimental studies
- Audio Entailment: Assessing Deductive Reasoning for Audio Understanding
2024/07/25 by Soham Deshmukh, Shuo Han, Deshmukh, Soham +11 · 8 citations
Arts and Humanities · #Subtitles and Audiovisual Media
- What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning?
2022/12/06 by Han, Songyang, Su, Sanbao, He, Sihong +4 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding
2024/09/05 by Yukun Cao, Cao, Yukun, Shuo Han +8 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Decimeter Ranging with Channel State Information
2019/02/25 by Navid Tadayon, Tadayon, Navid, Muhammed Tahsin Rahman +7 · 2 citations
Computer Science · Engineering · #Direction-of-Arrival Estimation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Underwater Vehicles and Communication Systems #electronic engineering #information engineering
- New Physics Search at the CEPC: a General Perspective
2025/05/30 by Ai, Xiaocong, Antusch, Stefan, Athron, Peter +211 · 12 citations
#FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)
- Pretrained Event Classification Model for High Energy Physics Analysis
2024/12/14 by Joshua Ho, J. Ho, Ho, Joshua +7 · 4 citations
Decision Sciences · #Big Data Technologies and Applications #cs.LG #hep-ph
- Convex Optimal Uncertainty Quantification
2013/11/27 by Han, Shuo, Tao, Molei, Topcu, Ufuk +2 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Optimality of the Laplace Mechanism in Differential Privacy
2015/03/31 by Koufogiannis, Fragkiskos, Han, Shuo, Pappas, George J. · 1 citation
#Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Disentangling A Single MR Modality
2022/05/10 by Zuo, Lianrui, Liu, Yihao, Xue, Yuan +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- ADIFF: Explaining audio difference using natural language
2025/02/06 by Soham Deshmukh, Deshmukh, Soham, Shuo Han +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- A Secure and Efficient Federated Learning Framework for NLP
2022/01/28 by Jie‐Ren Deng, Deng, Jieren, Chenghong Wang +17 · 1 citation
Computer Science · Medicine · #Computation and Language (cs.CL) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Pharmacological Effects and Toxicity Studies #Privacy-Preserving Technologies in Data
- From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations
2025/09/20 by Benlu Wang, Iris Xia, Wang, Benlu +15 · 4 citations
Health Professions · Computer Science · Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence in Healthcare #Machine Learning in Healthcare #Biomedical Text Mining and Ontologies
- Masked Autoencoders for Low dose CT denoising
2022/10/10 by Wang, Dayang, Xu, Yongshun, Han, Shuo +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- A Robust and Constrained Multi-Agent Reinforcement Learning Electric Vehicle Rebalancing Method in AMoD Systems
2022/09/17 by He, Sihong, Wang, Yue, Han, Shuo +2 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Data-Driven Distributionally Robust Electric Vehicle Balancing for Autonomous Mobility-on-Demand Systems under Demand and Supply Uncertainties
2022/11/24 by He, Sihong, Zhang, Zhili, Han, Shuo +5 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- TAPLoss: A Temporal Acoustic Parameter Loss for Speech Enhancement
2023/02/16 by Yunyang Zeng, Zeng, Yunyang, Joseph Konan +13 · 1 citation
Computer Science · Psychology · #Speech and Audio Processing #Speech Recognition and Synthesis #Phonetics and Phonology Research
- Of Mice and Machines: A Comparison of Learning Between Real World Mice and RL Agents
2025/05/18 by Shuo Han, German Espinosa, Han, Shuo +9 · 1 voice · 2 citations
#cs.LG #q-bio.NC
- Transforming Graphs for Enhanced Attribute Clustering: An Innovative Graph Transformer-Based Method
2023/06/20 by Shuo Han, Jiacheng Liu, Han, Shuo +7 · 1 citation
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #Recommender Systems and Techniques
- Covert Planning against Imperfect Observers
2023/10/25 by Haoxiang Ma, Ma, Haoxiang, Chongyang Shi +7 · 1 citation
Social Sciences · #Cambodian History and Society #Crime, Illicit Activities, and Governance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Coordinate Translator for Learning Deformable Medical Image Registration
2022/03/05 by Yihao Liu, Liu, Yihao, Lianrui Zuo +8 · 1 citation
Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs
2024/10/17 by Huang, Jiatan, Li, Mingchen, Yao, Zonghai +6 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- When to Trust Your Data: Enhancing Dyna-Style Model-Based Reinforcement Learning With Data Filter
2024/10/16 by Li, Yansong, Dong, Zeyu, Luo, Ertai +3 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Soft-Label Integration for Robust Toxicity Classification
2024/10/18 by Zelei Cheng, Cheng, Zelei, Xian Wu +9 · 1 citation
Chemistry · #Analytical Methods in Pharmaceuticals #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Planning Stealthy Backdoor Attacks in MDPs with Observation-Based Triggers
2025/04/17 by Xinyi Wei, Wei, Xinyi, Shuo Han +7 · 1 citation
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Electrical engineering #Infrastructure Resilience and Vulnerability Analysis #Smart Grid Security and Resilience #Systems and Control (eess.SY) #electronic engineering #information engineering