Fan Chen

1. Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection
   2023/06/07 by Yu Bai, Bai, Yu, Fan Chen +7 · 1 voice · 36 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL #cs.LG #math.ST #stat.ML
2. ENVIDR: Implicit Differentiable Renderer with Neural Environment Lighting
   2023/03/23 by Ruofan Liang, Huiting Chen, Liang, Ruofan +9 · 9 citations
   Computer Science · Earth and Planetary Sciences · #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging #3D Surveying and Cultural Heritage
3. CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts
   2024/05/09 by Jiachen Li, Xinyao Wang, Li, Jiachen +15 · 10 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
4. Implicit Bias of Spectral Descent and Muon on Multiclass Separable Data
   2025/02/07 by Fan Chen, Fan, Chen, Mark Schmidt +3 · 9 citations
   Computer Science · Business, Management and Accounting · #Face and Expression Recognition #Customer churn and segmentation #Imbalanced Data Classification Techniques
5. Beyond Raw Videos: Understanding Edited Videos with Large Multimodal Model
   2024/06/15 by Lu Xu, Xu, Lu, Sijie Zhu +17 · 5 citations
   Health Professions · #Digital Storytelling and Education
6. DISTWAR: Fast Differentiable Rendering on Raster-based Rendering Pipelines
   2023/12/01 by Sankeerth Durvasula, Durvasula, Sankeerth, Adrian Zhao +9 · 4 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis
7. Multi-Reward as Condition for Instruction-based Image Editing
   2024/11/06 by Xin Gu, Ming Li, Gu, Xin +11 · 5 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Semantic Web and Ontologies
8. Overexpression of a rice OsDREB1F gene increases salt, drought, and low temperature tolerance in both Arabidopsis and rice
   2008/05/10 by Qiuyun Wang, Yucheng Guan, Yaorong Wu +3 · 1 citation
9. QMLP: An Error-Tolerant Nonlinear Quantum MLP Architecture using Parameterized Two-Qubit Gates
   2022/06/03 by Cheng Chu, Nai-Hui Chia, Chu, Cheng +5 · 2 citations
   Computer Science · Physics and Astronomy · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum and electron transport phenomena
10. LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences
    2024/10/03 by Zhenxiao Fu, Fu, Zhenxiao, Fan Chen +7 · 4 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Lower Bounds for Learning in Revealing POMDPs
    2023/02/02 by Fan Chen, Huan Wang, Chen, Fan +6 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Statistics Theory (math.ST)
12. TITAN: A Distributed Large-Scale Trapped-Ion NISQ Computer
    2024/02/16 by Cheng Chu, Chu, Cheng, Zhenxiao Fu +11 · 2 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
13. Estimating Graph Dimension with Cross-validated Eigenvalues
    2021/08/06 by Fan Chen, Sébastien Roch, Chen, Fan +5 · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #Bayesian Methods and Mixture Models #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Methodology (stat.ME) #Random Matrices and Applications #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
14. A Brualdi-Hoffman-Turán problem for friendship graph
    2024/09/21 by Fan Chen, Xiying Yuan, Chen, Fan +1 · 2 citations
    Computer Science · #Combinatorics (math.CO) #Cooperative Communication and Network Coding #FOS: Mathematics #Mobile Ad Hoc Networks #Optimization and Search Problems
15. Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms
    2022/09/29 by Fan Chen, Chen, Fan, Yu Bai +2 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Statistics Theory (math.ST)
16. The p-Laplacian overdetermined problem on Riemannian manifolds
    2023/05/05 by Qihua Ruan, Ruan, Qihua, Qin Huang +3 · 1 citation
    Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #Analysis of PDEs (math.AP) #FOS: Mathematics #Geometric Analysis and Curvature Flows #Nonlinear Partial Differential Equations
17. PR-CAD: Progressive Refinement for Unified Controllable and Faithful Text-to-CAD Generation with Large Language Models
    2026/03/27 by Jiyuan An, Jiachen Zhao, Fan Chen +6 · 6 voices
    #cs.CL #cs.AI
18. BiSLS/SPS: Auto-tune Step Sizes for Stable Bi-level Optimization
    2023/05/30 by Fan Chen, Fan, Chen, Gaspard Choné-Ducasse +5 · 1 citation
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Machine Learning and ELM
19. QAgent: An LLM-based Multi-Agent System for Autonomous OpenQASM programming
    2025/08/26 by Zhenxiao Fu, Lei Jiang, Fu, Zhenxiao +5 · 2 citations
    Computer Science · Business, Management and Accounting · #Advanced Database Systems and Queries #Business Process Modeling and Analysis #AI-based Problem Solving and Planning
20. Harnessing Green Revolution genes to optimize tomato production efficiency for vertical farming
    2025/05/12 by Xuchen Yu, Zuoyao Li, Yongfang Yang +6 · 1 voice · 1 citation
    Agricultural and Biological Sciences · #Plant and soil sciences #Agricultural Practices and Plant Genetics
21. Decision Making in Changing Environments: Robustness, Query-Based Learning, and Differential Privacy
    2025/01/24 by Fan Chen, Chen, Fan, Alexander Rakhlin +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Statistics Theory (math.ST)
22. Towards Faithful Graph Explanations with Synergistic Edge Effects via Granular Balls
    2026/07/23 by Jiancu Chen, Shuyin Xia, Guan Wang +2
    #cs.AI