Yihan He

24 papers A* 4Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Linear convergence of the proximal gradient method for composite optimization under the Polyak-Łojasiewicz inequality and its variant.
Optim. Lett.
Qingyuan Kong, Rujun Jiang, Yihan He
2026 J jnl
T2SGrid: Temporal-to-Spatial Gridification for Video Temporal Grounding.
CoRR
Chaohong Guo, Yihan He, Yongwei Nie, Fei Ma, Xuemiao Xu, Chengjiang Long
2025 J jnl
A Novel P-bit-based Probabilistic Computing Approach for Solving the 3-D Protein Folding Problem.
CoRR
Chao Fang, Yihan He, Xiao Gong, Gengchiau Liang
2025 J jnl
Few-shot radar emitter signal recognition based on prototype network with filter system.
J. Supercomput.
Yanping Liao, Shengwen Lin, Yihan He
2025 J jnl
Learning Spectral Methods by Transformers.
CoRR
Yihan He, Yuan Cao, Hong-Yu Chen, Dennis Wu, Jianqing Fan, Han Liu
2025 J jnl
Transformers Simulate MLE for Sequence Generation in Bayesian Networks.
CoRR
Yuan Cao, Yihan He, Dennis Wu, Hong-Yu Chen, Jianqing Fan, Han Liu
2025 J jnl
Transformers and Their Roles as Time Series Foundation Models.
CoRR
Dennis Wu, Yihan He, Yuan Cao, Jianqing Fan, Han Liu
2025 J jnl
Transformers versus the EM Algorithm in Multi-class Clustering.
CoRR
Yihan He, Hong-Yu Chen, Yuan Cao, Jianqing Fan, Han Liu
2024 J jnl
A Universal Representation Mechanism for Multisource Remote Sensing Image.
IEEE Geosci. Remote. Sens. Lett.
Weili Kong, Baisen Liu, Xiaojun Bi, Yihan He
2024 — conf
Few Samples Radar Signal Recognition based on Conditional Encoding Generative Adversarial Network Model.
ICCT
Yihan He, Yanping Liao, Qiang Guo
2024 A* conf
Global Convergence in Training Large-Scale Transformers.
NeurIPS
Cheng Gao, Yuan Cao, Zihao Li, Yihan He, Mengdi Wang, Han Liu, Jason M. Klusowski, Jianqing Fan
2024 J jnl
Global Convergence in Training Large-Scale Transformers.
CoRR
Cheng Gao, Yuan Cao, Zihao Li, Yihan He, Mengdi Wang, Han Liu, Jason M. Klusowski, Jianqing Fan
2024 A* conf
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context.
NeurIPS
Zihao Li, Yuan Cao, Cheng Gao, Yihan He, Han Liu, Jason M. Klusowski, Jianqing Fan, Mengdi Wang
2024 J jnl
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context.
CoRR
Zihao Li, Yuan Cao, Cheng Gao, Yihan He, Han Liu, Jason M. Klusowski, Jianqing Fan, Mengdi Wang
2023 J jnl
Ground-State Probabilistic Logic with the Simplest Binary Energy Landscape for Probabilistic Computing.
CoRR
Yihan He, Sheng Luo, Chao Fang, Gengchiau Liang
2023 J jnl
Probabilistic-Bits based on Ferroelectric Field-Effect Transistors for Stochastic Computing.
CoRR
Sheng Luo, Yihan He, Baofang Cai, Xiao Gong, Gengchiau Liang
2022 A* conf
SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles.
NeurIPS
Chejian Xu, Wenhao Ding, Weijie Lyu, Zuxin Liu, Shuai Wang, Yihan He, Hanjiang Hu, Ding Zhao, Bo Li
2022 J jnl
SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles.
CoRR
Chejian Xu, Wenhao Ding, Weijie Lyu, Zuxin Liu, Shuai Wang, Yihan He, Hanjiang Hu, Ding Zhao, Bo Li
2021 J jnl
Achievability and Impossibility of Exact Pairwise Ranking.
CoRR
Yihan He
2021 — conf
DPGraph: A Benchmark Platform for Differentially Private Graph Analysis.
SIGMOD Conference
Siyuan Xia, Beizhen Chang, Karl Knopf, Yihan He, Yuchao Tao, Xi He
2021 J jnl
Multi-fidelity Stability for Graph Representation Learning.
CoRR
Yihan He, Joan Bruna
2021 J jnl
PAC-Learning Uniform Ergodic Communicative Networks.
CoRR
Yihan He
2021 — conf
The Open Catalyst Challenge 2021: Competition Report.
NeurIPS (Competition and Demos)
Abhishek Das, Muhammed Shuaibi, Aini Palizhati, Siddharth Goyal, Aditya Grover, Adeesh Kolluru, Janice Lan, Ammar Rizvi, Anuroop Sriram, Brandon M. Wood, Devi Parikh, Zachary W. Ulissi, C. Lawrence Zitnick, Guolin Ke, Shuxin Zheng, Yu Shi, Di He, Tie-Yan Liu, Chengxuan Ying, Jiacheng You, Yihan He, Rostislav Grigoriev, Ruslan Lukin, Adel Yarullin, Max Faleev
2020 A* conf
Don't Waste Your Bits! Squeeze Activations and Gradients for Deep Neural Networks via TinyScript.
ICML
Fangcheng Fu, Yuzheng Hu, Yihan He, Jiawei Jiang, Yingxia Shao, Ce Zhang, Bin Cui