Yuchen Mao

1. Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
   2024/07/15 by Ruisheng Cao, Fangyu Lei, Cao, Ruisheng +43 · 18 citations
   Computer Science · #Semantic Web and Ontologies
2. Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late in Training
   2024/10/14 by Zhanpeng Zhou, Mingze Wang, Zhou, Zhanpeng +7 · 8 citations
   Computer Science · #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. A Nearly Quadratic-Time FPTAS for Knapsack
   2023/08/15 by Lin Chen, Chen, Lin, Jiayi Lian +5 · 4 citations
   Engineering · Computer Science · #Optimization and Packing Problems #Optimization and Search Problems #Computational Geometry and Mesh Generation
4. Initial data gluing in the asymptotically flat regime via solution operators with prescribed support properties
   2023/08/24 by Yuchen Mao, Mao, Yuchen, Sung‐Jin Oh +3 · 1 citation
   Economics, Econometrics and Finance · Mathematics · #Analysis of PDEs (math.AP) #FOS: Mathematics #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Stochastic processes and financial applications #advanced mathematical theories
5. SeLoRA: Self-Expanding Low-Rank Adaptation of Latent Diffusion Model for Medical Image Synthesis
   2024/08/13 by Yuchen Mao, Mao, Yuchen, Hongwei Li +9 · 1 citation
   Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
6. A Data-Centric Approach to Generalizable Speech Deepfake Detection
   2025/12/20 by Wen Huang, Huang, Wen, Yuchen Mao +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Hate Speech and Cyberbullying Detection #Signal Processing (eess.SP) #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
7. Predictive Production-and-Service Planning: Ambiguity Aversion with Performance Guarantees
   2026/07/27 by Yuchen Mao, Francisco Saldanha-da-Gama, Shuming Wang +1