Yutong He
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
8
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
14 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AIED | MAS-CPS Assessor: A System for Evaluating Collaborative Problem-Solving Skills in Multi-agent Environments. | Yu Chen, Jiaqi Bao, Yutong He, Bian Wu, Yiling Hu |
| 2025 | CloudCom | Greedy Low-Rank Gradient Compression Provably Converges for Distributed Learning. | Chuyan Chen, Yutong He, Pengrui Li, Weichen Jia, Yanjie Dong, Kun Yuan |
| 2025 | CloudCom | An All-Reduce Compatible Top-$K$ Compressor for Communication-Efficient Distributed Learning. | Chuyan Chen, Chenyang Ma, Zhangxin Li, Yutong He, Yanjie Dong, Kun Yuan |
| 2025 | ICCV | Towards Reporting Bias in Visual-Language Datasets: Bi-Modal Data Augmentation by Decoupling Object-Attribute Association. | Qiyu Wu, Mengjie Zhao, Yutong He, Lang Huang, Junya Ono, Hiromi Wakaki, Yuki Mitsufuji |
| 2025 | ICML | Subspace Optimization for Large Language Models with Convergence Guarantees. | Yutong He, Pengrui Li, Yipeng Hu, Chuyan Chen, Kun Yuan |
| 2024 | ICLR | Manifold Preserving Guided Diffusion. | Yutong He, Naoki Murata, Chieh-Hsin Lai, Yuhta Takida, Toshimitsu Uesaka, Dongjun Kim, Wei-Hsiang Liao, Yuki Mitsufuji, J. Zico Kolter, Ruslan Salakhutdinov, Stefano Ermon |
| 2024 | ICLR | Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion. | Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Yutong He, Yuki Mitsufuji, Stefano Ermon |
| 2024 | ICML | Distributed Bilevel Optimization with Communication Compression. | Yutong He, Jie Hu, Xinmeng Huang, Songtao Lu, Bin Wang, Kun Yuan |
| 2023 | ICML | CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations. | Gengchen Mai, Ni Lao, Yutong He, Jiaming Song, Stefano Ermon |
| 2023 | ISNCC | ICST Chaotic Mapping for Anti-Prediction Frequency Hopping Sequence Generation. | Yutong He, Lidong Zhu, Sixi Cheng |
| 2022 | ICLR | SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations. | Chenlin Meng, Yutong He, Yang Song, Jiaming Song, Jiajun Wu, Jun-Yan Zhu, Stefano Ermon |
| 2022 | ICLR | Comparing Distributions by Measuring Differences that Affect Decision Making. | Shengjia Zhao, Abhishek Sinha, Yutong He, Aidan Perreault, Jiaming Song, Stefano Ermon |
| 2022 | SIGdial | Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent. | Ethan A. Chi, Ashwin Paranjape, Abigail See, Caleb Chiam, Trenton Chang, Kathleen Kenealy, Swee Kiat Lim, Amelia Hardy, Chetanya Rastogi, Haojun Li, Alexander Iyabor, Yutong He, Hari Sowrirajan, Peng Qi, Kaushik Ram Sadagopan, Nguyet Minh Phu, Dilara Soylu, Jillian Tang, Avanika Narayan, Giovanni Campagna, Christopher D. Manning |
| 2020 | CVPR | Fine-Grained Image-to-Image Transformation Towards Visual Recognition. | Wei Xiong, Yutong He, Yixuan Zhang, Wenhan Luo, Lin Ma, Jiebo Luo |