Yutong He - RankMe

70 papers A* 11A 1B 1C 3Journal 47Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Convergence-Motivated Learning-to-Optimize Framework for Decentralized Optimization. IEEE Trans. Signal Process. Yutong He, Qiulin Shang, Xinmeng Huang, Jialin Liu, Kun Yuan
2026	J	`jnl`	Diamond Maps: Efficient Reward Alignment via Stochastic Flow Maps. CoRR Peter Holderrieth, Douglas Chen, Luca Eyring, Ishin Shah, Giri Anantharaman, Yutong He, Zeynep Akata, Tommi S. Jaakkola, Nicholas Matthew Boffi, Max Simchowitz
2026	J	`jnl`	Greedy Low-Rank Gradient Compression for Distributed Learning With Convergence Guarantees. IEEE Trans. Signal Process. Chuyan Chen, Yutong He, Pengrui Li, Weichen Jia, Kun Yuan
2025	J	`jnl`	Accelerating Diffusion Models in Offline RL via Reward-Aware Consistency Trajectory Distillation. CoRR Xintong Duan, Yutong He, Fahim Tajwar, Ruslan Salakhutdinov, J. Zico Kolter, Jeff G. Schneider
2025	C	`conf`	An All-Reduce Compatible Top-$K$ Compressor for Communication-Efficient Distributed Learning. CloudCom Chuyan Chen, Chenyang Ma, Zhangxin Li, Yutong He, Yanjie Dong, Kun Yuan
2025	J	`jnl`	An All-Reduce Compatible Top-K Compressor for Communication-Efficient Distributed Learning. CoRR Chuyan Chen, Chenyang Ma, Zhangxin Li, Yutong He, Yanjie Dong, Kun Yuan
2025	J	`jnl`	Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation. Trans. Mach. Learn. Res. Yutong He, Alexander Robey, Naoki Murata, Yiding Jiang, Joshua Nathaniel Williams, George J. Pappas, Hamed Hassani, Yuki Mitsufuji, Ruslan Salakhutdinov, J. Zico Kolter
2025	J	`jnl`	Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-ray: Summary of the PENGWIN 2024 Challenge. CoRR 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
2025	J	`jnl`	CE-LoRA: Computation-Efficient LoRA Fine-Tuning for Language Models. CoRR Guanduo Chen, Yutong He, Yipeng Hu, Kun Yuan, Binhang Yuan
2025	—	`conf`	Dual-band 390 Gbps High Coupling Efficiency Thin Film Lithium Niobate Modulator with 3-dB Bandwidth Exceeding 110 GHz. OFC Yutong He, Hao Liu, Changzheng Sun, Bing Xiong, Zhibiao Hao, Lai Wang, Jian Wang, Yanjun Han, Hongtao Li, Lin Gan, Yi Luo
2025	J	`jnl`	Efficient Long-Context LLM Inference via KV Cache Clustering. CoRR Jie Hu, Shengnan Wang, Yutong He, Ping Gong, Jiawei Yi, Juncheng Zhang, Youhui Bai, Renhai Chen, Gong Zhang, Cheng Li, Kun Yuan
2025	C	`conf`	Greedy Low-Rank Gradient Compression Provably Converges for Distributed Learning. CloudCom Chuyan Chen, Yutong He, Pengrui Li, Weichen Jia, Yanjie Dong, Kun Yuan
2025	J	`jnl`	Greedy Low-Rank Gradient Compression for Distributed Learning with Convergence Guarantees. CoRR Chuyan Chen, Yutong He, Pengrui Li, Weichen Jia, Kun Yuan
2025	J	`jnl`	Joint Distillation for Fast Likelihood Evaluation and Sampling in Flow-based Models. CoRR Xinyue Ai, Yutong He, Albert Gu, Ruslan Salakhutdinov, J. Zico Kolter, Nicholas Matthew Boffi, Max Simchowitz
2025	—	`conf`	MAS-CPS Assessor: A System for Evaluating Collaborative Problem-Solving Skills in Multi-agent Environments. AIED Companion (1) Yu Chen, Jiaqi Bao, Yutong He, Bian Wu, Yiling Hu
2025	J	`jnl`	MISA: Memory-Efficient LLMs Optimization with Module-wise Importance Sampling. CoRR Yuxi Liu, Renjia Deng, Yutong He, Xue Wang, Tao Yao, Kun Yuan
2025	J	`jnl`	MeCeFO: Enhancing LLM Training Robustness via Fault-Tolerant Optimization. CoRR Rizhen Hu, Yutong He, Ran Yan, Mou Sun, Binghang Yuan, Kun Yuan
2025	J	`jnl`	Mixture-of-Channels: Exploiting Sparse FFNs for Efficient LLMs Pre-Training and Inference. CoRR Tong Wu, Yutong He, Bin Wang, Kun Yuan
2025	J	`jnl`	Performance-Aware Control of Modular Batteries For Fast Frequency Response. CoRR Yutong He, Guangchun Ruan, Haiwang Zhong
2025	J	`jnl`	Phase Correction Based on Adaptive Fading Feedback in Distributed Fiber Acoustic Sensing Systems. IEEE Trans. Instrum. Meas. Miao Yu, Yutong He, Tianying Chang, Hong-Liang Cui, Suihu Dang, Liangping Xia
2025	J	`jnl`	State Combinatorial Generalization In Decision Making With Conditional Diffusion Models. CoRR Xintong Duan, Yutong He, Fahim Tajwar, Wentse Chen, Ruslan Salakhutdinov, Jeff G. Schneider
2025	J	`jnl`	State Combinatorial Generalization In Decision Making With Conditional Diffusion Models. Trans. Mach. Learn. Res. Xintong Duan, Yutong He, Fahim Tajwar, Wentse Chen, Ruslan Salakhutdinov, Jeff G. Schneider
2025	A*	`conf`	Subspace Optimization for Large Language Models with Convergence Guarantees. ICML Yutong He, Pengrui Li, Yipeng Hu, Chuyan Chen, Kun Yuan
2025	J	`jnl`	TAH-QUANT: Effective Activation Quantization in Pipeline Parallelism over Slow Network. CoRR Guangxin He, Yuan Cao, Yutong He, Tianyi Bai, Kun Yuan, Binhang Yuan
2025	—	`conf`	Towards Reporting Bias in Visual-Language Datasets: Bi-Modal Data Augmentation by Decoupling Object-Attribute Association. ICCVW Qiyu Wu, Mengjie Zhao, Yutong He, Lang Huang, Junya Ono, Hiromi Wakaki, Yuki Mitsufuji
2025	J	`jnl`	Two-Stage Domain Adaptation for Hyperspectral Image Classification Based on Self-Distillation and Test-Time Adaptation. IEEE Geosci. Remote. Sens. Lett. Zhuoqun Fang, Yutong He, Zhaokui Li, Xuewei Gong
2024	J	`jnl`	Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation. CoRR Yutong He, Alexander Robey, Naoki Murata, Yiding Jiang, Joshua Williams, George J. Pappas, Hamed Hassani, Yuki Mitsufuji, Ruslan Salakhutdinov, J. Zico Kolter
2024	J	`jnl`	Blind Inverse Problem Solving Made Easy by Text-to-Image Latent Diffusion. CoRR Michail Dontas, Yutong He, Naoki Murata, Yuki Mitsufuji, J. Zico Kolter, Ruslan Salakhutdinov
2024	A*	`conf`	Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion. ICLR Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Yutong He, Yuki Mitsufuji, Stefano Ermon
2024	A*	`conf`	Distributed Bilevel Optimization with Communication Compression. ICML Yutong He, Jie Hu, Xinmeng Huang, Songtao Lu, Bin Wang, Kun Yuan
2024	J	`jnl`	Efficient abnormal behavior detection with adaptive weight distribution. Neurocomputing Yutong He, Yefeng Qin, Lei Chen, Peng Zhang, Xianye Ben
2024	J	`jnl`	Joint Optimization of User Scheduling, Rate Allocation, and Beamforming for RSMA Finite Blocklength Transmission. IEEE Internet Things J. Jianyue Zhu, Haijia Jin, Yutong He, Fang Fang, Wei Huang, Zhizhong Zhang
2024	A*	`conf`	Manifold Preserving Guided Diffusion. ICLR 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	A	`conf`	PianoBART: Symbolic Piano Music Generation and Understanding with Large-Scale Pre-Training. ICME Xiao Liang, Zijian Zhao, Weichao Zeng, Yutong He, Fupeng He, Yiyi Wang, Chengying Gao
2024	J	`jnl`	PianoBART: Symbolic Piano Music Generation and Understanding with Large-Scale Pre-Training. CoRR Xiao Liang, Zijian Zhao, Weichao Zeng, Yutong He, Fupeng He, Yiyi Wang, Chengying Gao
2024	J	`jnl`	Simultaneous microwave characterization of wafer-level optoelectronic transceiver chips based on photonic sampling and mapping. Sci. China Inf. Sci. Yutong He, Xinhai Zou, Ying Xu, Zhihui Li, Naidi Cui, Junbo Feng, Yali Zhang, Zhiyao Zhang, Shang-Jian Zhang, Yong Liu, Ninghua Zhu
2024	J	`jnl`	Subspace Optimization for Large Language Models with Convergence Guarantees. CoRR Yutong He, Pengrui Li, Yipeng Hu, Chuyan Chen, Kun Yuan
2024	J	`jnl`	Weather Prediction with Diffusion Guided by Realistic Forecast Processes. CoRR Zhanxiang Hua, Yutong He, Chengqian Ma, Alexandra Anderson-Frey
2023	J	`jnl`	Algorithm for computing the electron-positron yield from the linear Breit-Wheeler process in high-intensity laser-plasma interactions. Comput. Phys. Commun. Yutong He, Alexey Arefiev
2023	J	`jnl`	An unsupervised dual contrastive learning framework for scatter correction in cone-beam CT image. Comput. Biol. Medicine Tangsheng Wang, Xuan Liu, Jingjing Dai, Chulong Zhang, Wenfeng He, Lin Liu, Yinping Chan, Yutong He, Hanqing Zhao, Yaoqin Xie, XiaoKun Liang
2023	J	`jnl`	CLG-Trans: Contrastive learning for code summarization via graph attention-based transformer. Sci. Comput. Program. Jianwei Zeng, Yutong He, Tao Zhang, Zhou Xu, Qiang Han
2023	A*	`conf`	CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations. ICML Gengchen Mai, Ni Lao, Yutong He, Jiaming Song, Stefano Ermon
2023	J	`jnl`	CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations. CoRR Gengchen Mai, Ni Lao, Yutong He, Jiaming Song, Stefano Ermon
2023	J	`jnl`	Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion. CoRR Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Yutong He, Yuki Mitsufuji, Stefano Ermon
2023	C	`conf`	ICST Chaotic Mapping for Anti-Prediction Frequency Hopping Sequence Generation. ISNCC Yutong He, Lidong Zhu, Sixi Cheng
2023	J	`jnl`	Localized Text-to-Image Generation for Free via Cross Attention Control. CoRR Yutong He, Ruslan Salakhutdinov, J. Zico Kolter
2023	J	`jnl`	Lower Bounds and Accelerated Algorithms in Distributed Stochastic Optimization with Communication Compression. CoRR Yutong He, Xinmeng Huang, Yiming Chen, Wotao Yin, Kun Yuan
2023	J	`jnl`	Manifold Preserving Guided Diffusion. CoRR 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
2023	J	`jnl`	Sphere2Vec: A General-Purpose Location Representation Learning over a Spherical Surface for Large-Scale Geospatial Predictions. CoRR Gengchen Mai, Yao Xuan, Wenyun Zuo, Yutong He, Jiaming Song, Stefano Ermon, Krzysztof Janowicz, Ni Lao
2023	J	`jnl`	Towards reporting bias in visual-language datasets: bimodal augmentation by decoupling object-attribute association. CoRR Qiyu Wu, Mengjie Zhao, Yutong He, Lang Huang, Junya Ono, Hiromi Wakaki, Yuki Mitsufuji
2023	A*	`conf`	Unbiased Compression Saves Communication in Distributed Optimization: When and How Much? NeurIPS Yutong He, Xinmeng Huang, Kun Yuan
2023	J	`jnl`	Unbiased Compression Saves Communication in Distributed Optimization: When and How Much? CoRR Yutong He, Xinmeng Huang, Kun Yuan
2022	A*	`conf`	Comparing Distributions by Measuring Differences that Affect Decision Making. ICLR Shengjia Zhao, Abhishek Sinha, Yutong He, Aidan Perreault, Jiaming Song, Stefano Ermon
2022	B	`conf`	Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent. SIGDIAL 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
2022	J	`jnl`	Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent. CoRR 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
2022	J	`jnl`	Passive Non-line-of-sight Imaging for Moving Targets with an Event Camera. CoRR Conghe Wang, Yutong He, Xia Wang, Honghao Huang, Changda Yan, Xin Zhang, Hongwei Chen
2022	A*	`conf`	SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations. ICLR Chenlin Meng, Yutong He, Yang Song, Jiaming Song, Jiajun Wu, Jun-Yan Zhu, Stefano Ermon
2022	A*	`conf`	SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery. NeurIPS Yezhen Cong, Samar Khanna, Chenlin Meng, Patrick Liu, Erik Rozi, Yutong He, Marshall Burke, David B. Lobell, Stefano Ermon
2022	J	`jnl`	SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery. CoRR Yezhen Cong, Samar Khanna, Chenlin Meng, Patrick Liu, Erik Rozi, Yutong He, Marshall Burke, David B. Lobell, Stefano Ermon
2022	J	`jnl`	Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution. CoRR Yutong He, William Zhang, Chenlin Meng, Marshall Burke, David B. Lobell, Stefano Ermon
2022	—	`conf`	Understanding economic development in rural Africa using satellite imagery, building footprints and deep models. SIGSPATIAL/GIS Amna Elmustafa, Erik Rozi, Yutong He, Gengchen Mai, Stefano Ermon, Marshall Burke, David B. Lobell
2021	—	`conf`	Impact of Rural Labor Migration on Rural Household Income and Rural-Urban Inequality in China. EBEE Hao Yu, Zihan Zhan, Yutong He, Yanhan Cheng
2021	J	`jnl`	Motion-Based Handwriting Recognition and Word Reconstruction. CoRR Junshen Kevin Chen, Wanze Xie, Yutong He
2021	J	`jnl`	Motion-Based Handwriting Recognition. CoRR Junshen Kevin Chen, Wanze Xie, Yutong He
2021	A*	`conf`	Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis. NeurIPS Yutong He, Dingjie Wang, Nicholas Lai, William Zhang, Chenlin Meng, Marshall Burke, David B. Lobell, Stefano Ermon
2021	J	`jnl`	Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis. CoRR Yutong He, Dingjie Wang, Nicholas Lai, William Zhang, Chenlin Meng, Marshall Burke, David B. Lobell, Stefano Ermon
2020	A*	`conf`	Fine-Grained Image-to-Image Transformation Towards Visual Recognition. CVPR Wei Xiong, Yutong He, Yixuan Zhang, Wenhan Luo, Lin Ma, Jiebo Luo
2020	J	`jnl`	Fine-grained Image-to-Image Transformation towards Visual Recognition. CoRR Wei Xiong, Yutong He, Yixuan Zhang, Wenhan Luo, Lin Ma, Jiebo Luo
2019	—	`conf`	Adaptive Fuzzy Sliding Mode-Based Steering Control of Agricultural Tracked Robot. FSDM Jun Jiao, Wenzhou Wang, Yutong He, Yawen Wu, Feng Zhang, Lichuan Gu
2019	—	`conf`	Image Restoration Of Reflective Area In Organs Of Diseased Pigs Based On Improved Criminisi Algorithm. CISP-BMEI Yutong He, Lichuan Gu, Yawen Wu, Jun Jiao, Jialong Zhao, Shuanglong Zhang