Ziheng Cheng

28 papers A* 7Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Kernel Approach for Semi-implicit Variational Inference.
CoRR
Longlin Yu, Ziheng Cheng, Shiyue Zhang, Cheng Zhang
2026 J jnl
Predefined-Time Convergence Terminal Sliding Mode Guidance Laws Against Angle Constraints.
IEEE Access
Feng Yang, Chengyu Zhao, Ziheng Cheng
2025 J jnl
Bridging Discrete and Continuous RL: Stable Deterministic Policy Gradient with Martingale Characterization.
CoRR
Ziheng Cheng, Xin Guo, Yufei Zhang
2025 A* conf
Convergence of Distributed Adaptive Optimization with Local Updates.
ICLR
Ziheng Cheng, Margalit Glasgow
2025 J jnl
Data-Efficient Training by Evolved Sampling.
CoRR
Ziheng Cheng, Zhong Li, Jiang Bian
2025 J jnl
Enhancing sequential recommendation with semantic and structural contrastive learning.
Int. J. Web Inf. Syst.
Zhe Qu, Yixin Zhang, Taihua Chen, Xin Zhou, Ziheng Cheng, Yonghui Xu
2025 J jnl
OVERT: A Benchmark for Over-Refusal Evaluation on Text-to-Image Models.
CoRR
Ziheng Cheng, Yixiao Huang, Hui Xu, Somayeh Sojoudi, Xuandong Zhao, Dawn Song, Song Mei
2025 J jnl
Prompt-Based Learning for Factual Knowledge Infusion in Large Language Models.
Int. J. Crowd Sci.
Ziheng Cheng, Yiming Cao
2025 J jnl
Provable Sample-Efficient Transfer Learning Conditional Diffusion Models via Representation Learning.
CoRR
Ziheng Cheng, Tianyu Xie, Shiyue Zhang, Cheng Zhang
2024 J jnl
Convergence of Distributed Adaptive Optimization with Local Updates.
CoRR
Ziheng Cheng, Margalit Glasgow
2024 A* conf
Functional Gradient Flows for Constrained Sampling.
NeurIPS
Shiyue Zhang, Longlin Yu, Ziheng Cheng, Cheng Zhang
2024 J jnl
Functional Gradient Flows for Constrained Sampling.
CoRR
Shiyue Zhang, Longlin Yu, Ziheng Cheng, Cheng Zhang
2024 A* conf
Kernel Semi-Implicit Variational Inference.
ICML
Ziheng Cheng, Longlin Yu, Tianyu Xie, Shiyue Zhang, Cheng Zhang
2024 J jnl
Kernel Semi-Implicit Variational Inference.
CoRR
Ziheng Cheng, Longlin Yu, Tianyu Xie, Shiyue Zhang, Cheng Zhang
2024 A* conf
Momentum Benefits Non-iid Federated Learning Simply and Provably.
ICLR
Ziheng Cheng, Xinmeng Huang, Pengfei Wu, Kun Yuan
2024 A* conf
Reflected Flow Matching.
ICML
Tianyu Xie, Yu Zhu, Longlin Yu, Tong Yang, Ziheng Cheng, Shiyue Zhang, Xiangyu Zhang, Cheng Zhang
2024 J jnl
Reflected Flow Matching.
CoRR
Tianyu Xie, Yu Zhu, Longlin Yu, Tong Yang, Ziheng Cheng, Shiyue Zhang, Xiangyu Zhang, Cheng Zhang
2024 J jnl
Semi-Implicit Functional Gradient Flow.
CoRR
Shiyue Zhang, Ziheng Cheng, Cheng Zhang
2024 A* conf
The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication.
COLT
Kumar Kshitij Patel, Margalit Glasgow, Ali Zindari, Lingxiao Wang, Sebastian U. Stich, Ziheng Cheng, Nirmit Joshi, Nathan Srebro
2024 J jnl
The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication.
CoRR
Kumar Kshitij Patel, Margalit Glasgow, Ali Zindari, Lingxiao Wang, Sebastian U. Stich, Ziheng Cheng, Nirmit Joshi, Nathan Srebro
2023 — conf
CMT: Cross-modal Memory Transformer for Medical Image Report Generation.
DASFAA (3)
Yiming Cao, Lizhen Cui, Lei Zhang, Fuqiang Yu, Ziheng Cheng, Zhen Li, Yonghui Xu, Chunyan Miao
2023 J jnl
Joint Graph Learning and Model Fitting in Laplacian Regularized Stratified Models.
CoRR
Ziheng Cheng, Junzi Zhang, Akshay Agrawal, Stephen P. Boyd
2023 J jnl
Momentum Benefits Non-IID Federated Learning Simply and Provably.
CoRR
Ziheng Cheng, Xinmeng Huang, Kun Yuan
2023 J jnl
Observability-Enhancement Boresight Calibration of Camera-IMU System: Theory and Experiments.
IEEE Trans. Aerosp. Electron. Syst.
Xiwen Yang, Ziheng Cheng, Shaoming He
2023 A* conf
Particle-based Variational Inference with Generalized Wasserstein Gradient Flow.
NeurIPS
Ziheng Cheng, Shiyue Zhang, Longlin Yu, Cheng Zhang
2023 J jnl
Particle-based Variational Inference with Generalized Wasserstein Gradient Flow.
CoRR
Ziheng Cheng, Shiyue Zhang, Longlin Yu, Cheng Zhang
2021 — conf
Research on Spectral Characteristics of Phase-Shifted Fiber Bragg Grating and Its Defence Applications.
AIAM (ACM)
Chunran Sun, Jianhang Sun, Yuguang Dong, Ziheng Cheng, Heng Li
2020 — conf
Chinese Open Relation Extraction with Pointer-Generator Networks.
DSC
Ziheng Cheng, Xu Wu, Xiaqing Xie, Jingchen Wu