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ORCIDYutong He
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2026
[j11]Yutong He
, Qiulin Shang, Xinmeng Huang, Jialin Liu, Kun Yuan:
A Convergence-Motivated Learning-to-Optimize Framework for Decentralized Optimization. IEEE Trans. Signal Process. 74: 340-354 (2026)- 2025
- [j10]Zhuoqun Fang, Yutong He, Zhaokui Li, Xuewei Gong:
Two-Stage Domain Adaptation for Hyperspectral Image Classification Based on Self-Distillation and Test-Time Adaptation. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [j9]Miao Yu, Yutong He, Tianying Chang, Hong-Liang Cui, Suihu Dang, Liangping Xia:
Phase Correction Based on Adaptive Fading Feedback in Distributed Fiber Acoustic Sensing Systems. IEEE Trans. Instrum. Meas. 74: 1-13 (2025) - [j8]Xintong Duan, Yutong He, Fahim Tajwar, Wentse Chen, Ruslan Salakhutdinov, Jeff G. Schneider:
State Combinatorial Generalization In Decision Making With Conditional Diffusion Models. Trans. Mach. Learn. Res. 2025 (2025) - [j7]Yutong He, Alexander Robey, Naoki Murata, Yiding Jiang, Joshua Nathaniel Williams, George J. Pappas, Hamed Hassani, Yuki Mitsufuji, Ruslan Salakhutdinov, J. Zico Kolter:
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation. Trans. Mach. Learn. Res. 2025 (2025) - [c23]Yu Chen, Jiaqi Bao, Yutong He, Bian Wu, Yiling Hu:
MAS-CPS Assessor: A System for Evaluating Collaborative Problem-Solving Skills in Multi-agent Environments. AIED Companion (1) 2025: 269-282 - [c22]Chuyan Chen, Yutong He, Pengrui Li, Weichen Jia, Yanjie Dong, Kun Yuan:
Greedy Low-Rank Gradient Compression Provably Converges for Distributed Learning. CloudCom 2025: 1-8 - [c21]Chuyan Chen, Chenyang Ma, Zhangxin Li, Yutong He, Yanjie Dong, Kun Yuan:
An All-Reduce Compatible Top-$K$ Compressor for Communication-Efficient Distributed Learning. CloudCom 2025: 1-8 - [c20]Qiyu Wu, Mengjie Zhao, Yutong He, Lang Huang, Junya Ono, Hiromi Wakaki, Yuki Mitsufuji:
Towards Reporting Bias in Visual-Language Datasets: Bi-Modal Data Augmentation by Decoupling Object-Attribute Association. ICCVW 2025: 4157-4166 - [c19]Yutong He, Pengrui Li, Yipeng Hu, Chuyan Chen, Kun Yuan:
Subspace Optimization for Large Language Models with Convergence Guarantees. ICML 2025 - [c18]Yutong He, Hao Liu, Changzheng Sun, Bing Xiong, Zhibiao Hao, Lai Wang, Jian Wang, Yanjun Han, Hongtao Li, Lin Gan, Yi Luo:
Dual-band 390 Gbps High Coupling Efficiency Thin Film Lithium Niobate Modulator with 3-dB Bandwidth Exceeding 110 GHz. OFC 2025: 1-3 - [i34]Xintong Duan, Yutong He, Fahim Tajwar, Wentse Chen, Ruslan Salakhutdinov, Jeff G. Schneider:
State Combinatorial Generalization In Decision Making With Conditional Diffusion Models. CoRR abs/2501.13241 (2025) - [i33]Guanduo Chen, Yutong He, Yipeng Hu, Kun Yuan, Binhang Yuan:
CE-LoRA: Computation-Efficient LoRA Fine-Tuning for Language Models. CoRR abs/2502.01378 (2025) - [i32]Yudi Sang, Yanzhen Liu, Sutuke Yibulayimu, Yunning Wang, Benjamin D. Killeen, Mingxu Liu, Ping-Cheng Ku, Ole Johannsen, Karol Gotkowski, Maximilian Zenk, Klaus H. Maier-Hein, Fabian Isensee, Peiyan Yue, Yi Wang, Haidong Yu, Zhaohong Pan, Yutong He, Xiaokun Liang, Daiqi Liu, Fuxin Fan, Artur Jurgas, Andrzej Skalski, Yuxi Ma, Jing Yang, Szymon Plotka, Rafal Litka, Gang Zhu, Yingchun Song, Mathias Unberath, Mehran Armand, Dan Ruan, S. Kevin Zhou, Qiyong Cao, Chunpeng Zhao, Xinbao Wu, Yu Wang:
Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-ray: Summary of the PENGWIN 2024 Challenge. CoRR abs/2504.02382 (2025) - [i31]Yutong He, Guangchun Ruan, Haiwang Zhong:
Performance-Aware Control of Modular Batteries For Fast Frequency Response. CoRR abs/2504.03150 (2025) - [i30]Guangxin He, Yuan Cao, Yutong He, Tianyi Bai, Kun Yuan, Binhang Yuan:
TAH-QUANT: Effective Activation Quantization in Pipeline Parallelism over Slow Network. CoRR abs/2506.01352 (2025) - [i29]Xintong Duan, Yutong He, Fahim Tajwar, Ruslan Salakhutdinov, J. Zico Kolter, Jeff G. Schneider:
Accelerating Diffusion Models in Offline RL via Reward-Aware Consistency Trajectory Distillation. CoRR abs/2506.07822 (2025) - [i28]Jie Hu, Shengnan Wang, Yutong He, Ping Gong, Jiawei Yi, Juncheng Zhang, Youhui Bai, Renhai Chen, Gong Zhang, Cheng Li, Kun Yuan:
Efficient Long-Context LLM Inference via KV Cache Clustering. CoRR abs/2506.11418 (2025) - [i27]Chuyan Chen, Yutong He, Pengrui Li, Weichen Jia, Kun Yuan:
Greedy Low-Rank Gradient Compression for Distributed Learning with Convergence Guarantees. CoRR abs/2507.08784 (2025) - [i26]Rizhen Hu, Yutong He, Ran Yan, Mou Sun, Binghang Yuan, Kun Yuan:
MeCeFO: Enhancing LLM Training Robustness via Fault-Tolerant Optimization. CoRR abs/2510.16415 (2025) - [i25]Chuyan Chen, Chenyang Ma, Zhangxin Li, Yutong He, Yanjie Dong, Kun Yuan:
An All-Reduce Compatible Top-K Compressor for Communication-Efficient Distributed Learning. CoRR abs/2510.26709 (2025) - [i24]Yuxi Liu, Renjia Deng, Yutong He, Xue Wang, Tao Yao, Kun Yuan:
MISA: Memory-Efficient LLMs Optimization with Module-wise Importance Sampling. CoRR abs/2511.00056 (2025) - [i23]Tong Wu, Yutong He, Bin Wang, Kun Yuan:
Mixture-of-Channels: Exploiting Sparse FFNs for Efficient LLMs Pre-Training and Inference. CoRR abs/2511.09323 (2025) - [i22]Xinyue Ai, Yutong He, Albert Gu, Ruslan Salakhutdinov, J. Zico Kolter, Nicholas Matthew Boffi, Max Simchowitz:
Joint Distillation for Fast Likelihood Evaluation and Sampling in Flow-based Models. CoRR abs/2512.02636 (2025) - 2024
- [j6]Yutong He, Xinhai Zou, Ying Xu, Zhihui Li, Naidi Cui, Junbo Feng, Yali Zhang, Zhiyao Zhang, Shang-Jian Zhang, Yong Liu, Ninghua Zhu:
Simultaneous microwave characterization of wafer-level optoelectronic transceiver chips based on photonic sampling and mapping. Sci. China Inf. Sci. 67(2) (2024) - [j5]Yutong He, Yefeng Qin, Lei Chen, Peng Zhang, Xianye Ben:
Efficient abnormal behavior detection with adaptive weight distribution. Neurocomputing 600: 128187 (2024) - [j4]Jianyue Zhu, Haijia Jin, Yutong He, Fang Fang, Wei Huang, Zhizhong Zhang:
Joint Optimization of User Scheduling, Rate Allocation, and Beamforming for RSMA Finite Blocklength Transmission. IEEE Internet Things J. 11(17): 27904-27915 (2024) - [c17]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:
Manifold Preserving Guided Diffusion. ICLR 2024 - [c16]Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Yutong He, Yuki Mitsufuji, Stefano Ermon:
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion. ICLR 2024 - [c15]Xiao Liang, Zijian Zhao, Weichao Zeng, Yutong He, Fupeng He, Yiyi Wang, Chengying Gao:
PianoBART: Symbolic Piano Music Generation and Understanding with Large-Scale Pre-Training. ICME 2024: 1-6 - [c14]Yutong He, Jie Hu, Xinmeng Huang, Songtao Lu, Bin Wang, Kun Yuan:
Distributed Bilevel Optimization with Communication Compression. ICML 2024: 17877-17920 - [i21]Zhanxiang Hua, Yutong He, Chengqian Ma, Alexandra Anderson-Frey:
Weather Prediction with Diffusion Guided by Realistic Forecast Processes. CoRR abs/2402.06666 (2024) - [i20]Yutong He, Alexander Robey, Naoki Murata, Yiding Jiang, Joshua Williams, George J. Pappas, Hamed Hassani, Yuki Mitsufuji, Ruslan Salakhutdinov, J. Zico Kolter:
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation. CoRR abs/2403.19103 (2024) - [i19]Xiao Liang, Zijian Zhao, Weichao Zeng, Yutong He, Fupeng He, Yiyi Wang, Chengying Gao:
PianoBART: Symbolic Piano Music Generation and Understanding with Large-Scale Pre-Training. CoRR abs/2407.03361 (2024) - [i18]Yutong He, Pengrui Li, Yipeng Hu, Chuyan Chen, Kun Yuan:
Subspace Optimization for Large Language Models with Convergence Guarantees. CoRR abs/2410.11289 (2024) - [i17]Michail Dontas, Yutong He, Naoki Murata, Yuki Mitsufuji, J. Zico Kolter, Ruslan Salakhutdinov:
Blind Inverse Problem Solving Made Easy by Text-to-Image Latent Diffusion. CoRR abs/2412.00557 (2024) - 2023
- [j3]Tangsheng Wang, Xuan Liu, Jingjing Dai, Chulong Zhang, Wenfeng He, Lin Liu, Yinping Chan, Yutong He, Hanqing Zhao, Yaoqin Xie, Xiaokun Liang:
An unsupervised dual contrastive learning framework for scatter correction in cone-beam CT image. Comput. Biol. Medicine 165: 107377 (2023) - [j2]Yutong He, Alexey Arefiev:
Algorithm for computing the electron-positron yield from the linear Breit-Wheeler process in high-intensity laser-plasma interactions. Comput. Phys. Commun. 286: 108657 (2023) - [j1]Jianwei Zeng, Yutong He, Tao Zhang, Zhou Xu, Qiang Han:
CLG-Trans: Contrastive learning for code summarization via graph attention-based transformer. Sci. Comput. Program. 226: 102925 (2023) - [c13]Gengchen Mai, Ni Lao, Yutong He, Jiaming Song, Stefano Ermon:
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations. ICML 2023: 23498-23515 - [c12]Yutong He, Lidong Zhu, Sixi Cheng:
ICST Chaotic Mapping for Anti-Prediction Frequency Hopping Sequence Generation. ISNCC 2023: 1-5 - [c11]Yutong He, Xinmeng Huang, Kun Yuan:
Unbiased Compression Saves Communication in Distributed Optimization: When and How Much? NeurIPS 2023 - [i16]Gengchen Mai, Ni Lao, Yutong He, Jiaming Song, Stefano Ermon:
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations. CoRR abs/2305.01118 (2023) - [i15]Yutong He, Xinmeng Huang, Yiming Chen, Wotao Yin, Kun Yuan:
Lower Bounds and Accelerated Algorithms in Distributed Stochastic Optimization with Communication Compression. CoRR abs/2305.07612 (2023) - [i14]Yutong He, Xinmeng Huang, Kun Yuan:
Unbiased Compression Saves Communication in Distributed Optimization: When and How Much? CoRR abs/2305.16297 (2023) - [i13]Yutong He, Ruslan Salakhutdinov, J. Zico Kolter:
Localized Text-to-Image Generation for Free via Cross Attention Control. CoRR abs/2306.14636 (2023) - [i12]Gengchen Mai, Yao Xuan, Wenyun Zuo, Yutong He, Jiaming Song, Stefano Ermon, Krzysztof Janowicz, Ni Lao:
Sphere2Vec: A General-Purpose Location Representation Learning over a Spherical Surface for Large-Scale Geospatial Predictions. CoRR abs/2306.17624 (2023) - [i11]Qiyu Wu, Mengjie Zhao, Yutong He, Lang Huang, Junya Ono, Hiromi Wakaki, Yuki Mitsufuji:
Towards reporting bias in visual-language datasets: bimodal augmentation by decoupling object-attribute association. CoRR abs/2310.01330 (2023) - [i10]Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Yutong He, Yuki Mitsufuji, Stefano Ermon:
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion. CoRR abs/2310.02279 (2023) - [i9]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:
Manifold Preserving Guided Diffusion. CoRR abs/2311.16424 (2023) - 2022
- [c10]Amna Elmustafa, Erik Rozi, Yutong He, Gengchen Mai, Stefano Ermon, Marshall Burke, David B. Lobell:
Understanding economic development in rural Africa using satellite imagery, building footprints and deep models. SIGSPATIAL/GIS 2022: 89:1-89:4 - [c9]Chenlin Meng, Yutong He, Yang Song, Jiaming Song, Jiajun Wu, Jun-Yan Zhu, Stefano Ermon:
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations. ICLR 2022 - [c8]Shengjia Zhao, Abhishek Sinha, Yutong He, Aidan Perreault, Jiaming Song, Stefano Ermon:
Comparing Distributions by Measuring Differences that Affect Decision Making. ICLR 2022 - [c7]Yezhen Cong, Samar Khanna, Chenlin Meng, Patrick Liu, Erik Rozi, Yutong He, Marshall Burke, David B. Lobell, Stefano Ermon:
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery. NeurIPS 2022 - [c6]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:
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent. SIGDIAL 2022: 376-395 - [i8]Yutong He, William Zhang, Chenlin Meng, Marshall Burke, David B. Lobell, Stefano Ermon:
Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution. CoRR abs/2204.01736 (2022) - [i7]Yezhen Cong, Samar Khanna, Chenlin Meng, Patrick Liu, Erik Rozi, Yutong He, Marshall Burke, David B. Lobell, Stefano Ermon:
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery. CoRR abs/2207.08051 (2022) - [i6]Ethan A. Chi, Ashwin Paranjape, Abigail See, Caleb Chiam, 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:
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent. CoRR abs/2207.12021 (2022) - [i5]Conghe Wang, Yutong He, Xia Wang, Honghao Huang, Changda Yan, Xin Zhang, Hongwei Chen:
Passive Non-line-of-sight Imaging for Moving Targets with an Event Camera. CoRR abs/2209.13300 (2022) - 2021
- [c5]Hao Yu, Zihan Zhan, Yutong He, Yanhan Cheng:
Impact of Rural Labor Migration on Rural Household Income and Rural-Urban Inequality in China. EBEE 2021: 164-169 - [c4]Yutong He, Dingjie Wang, Nicholas Lai, William Zhang, Chenlin Meng, Marshall Burke, David B. Lobell, Stefano Ermon:
Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis. NeurIPS 2021: 27903-27915 - [i4]Junshen Kevin Chen, Wanze Xie, Yutong He:
Motion-Based Handwriting Recognition. CoRR abs/2101.06022 (2021) - [i3]Junshen Kevin Chen, Wanze Xie, Yutong He:
Motion-Based Handwriting Recognition and Word Reconstruction. CoRR abs/2101.06025 (2021) - [i2]Yutong He, Dingjie Wang, Nicholas Lai, William Zhang, Chenlin Meng, Marshall Burke, David B. Lobell, Stefano Ermon:
Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis. CoRR abs/2106.11485 (2021) - 2020
- [c3]Wei Xiong, Yutong He, Yixuan Zhang, Wenhan Luo, Lin Ma, Jiebo Luo:
Fine-Grained Image-to-Image Transformation Towards Visual Recognition. CVPR 2020: 5839-5848 - [i1]Wei Xiong, Yutong He, Yixuan Zhang, Wenhan Luo, Lin Ma, Jiebo Luo:
Fine-grained Image-to-Image Transformation towards Visual Recognition. CoRR abs/2001.03856 (2020)
2010 – 2019
- 2019
- [c2]Yutong He, Lichuan Gu, Yawen Wu, Jun Jiao, Jialong Zhao, Shuanglong Zhang:
Image Restoration Of Reflective Area In Organs Of Diseased Pigs Based On Improved Criminisi Algorithm. CISP-BMEI 2019: 1-7 - [c1]Jun Jiao, Wenzhou Wang, Yutong He, Yawen Wu, Feng Zhang, Lichuan Gu:
Adaptive Fuzzy Sliding Mode-Based Steering Control of Agricultural Tracked Robot. FSDM 2019: 243-254
Coauthor Index
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