Zhen-Yu Zhang

22 papers A* 8Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Achieving Nearly-Optimal Regret and Sample Complexity in Dueling Bandits with Applications in Online Recommendations.
KDD (1)
Lanjihong Ma, Yao-Xiang Ding, Zhen-Yu Zhang, Zhi-Hua Zhou
2025 — conf
Adapting to Generalized Online Label Shift by Invariant Representation Learning.
KDD (1)
Yu-Yang Qian, Yi-Han Wang, Zhen-Yu Zhang, Yuan Jiang, Zhi-Hua Zhou
2025 J jnl
From Anywhere to the Destination: Visual Reinforcement Learning for GNSS-Denied Drone Navigation.
J. Comput. Sci. Technol.
Yu-Xin Wang, Zhen-Yu Zhang, Shun-Yu Liu, Li Sun, Mingli Song
2025 J jnl
Handling New Class in Online Label Shift.
IEEE Trans. Knowl. Data Eng.
Yu-Yang Qian, Yong Bai, Zhen-Yu Zhang, Peng Zhao, Zhi-Hua Zhou
2025 A* conf
Learning View-invariant World Models for Visual Robotic Manipulation.
ICLR
Jing-Cheng Pang, Nan Tang, Kaiyuan Li, Yuting Tang, Xin-Qiang Cai, Zhen-Yu Zhang, Gang Niu, Masashi Sugiyama, Yang Yu
2025 A* conf
TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree.
ICML
Yu-Yang Qian, Yuan-Ze Xu, Zhen-Yu Zhang, Peng Zhao, Zhi-Hua Zhou
2025 J jnl
TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree.
CoRR
Yu-Yang Qian, Yuan-Ze Xu, Zhen-Yu Zhang, Peng Zhao, Zhi-Hua Zhou
2025 J jnl
Unsupervised Classification for Circulating Tumor Cells.
IEEE Access
Ling An, Haibo Hu, Mengke Song, Lin Cheng, Shuo Ba, Zhaocong Liu, Zhuohang Yu, Zhen-Yu Zhang, Yi Liu, Chichun Zhou
2024 J jnl
An innovative unsupervised gait recognition based tracking system for safeguarding large-scale nature reserves in complex terrain.
Expert Syst. Appl.
Chichun Zhou, Xiaolin Guan, Zhuohang Yu, Yao Shen, Zhen-Yu Zhang, Junjie Gu
2024 J jnl
Generating Chain-of-Thoughts with a Direct Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought.
CoRR
Zhen-Yu Zhang, Siwei Han, Huaxiu Yao, Gang Niu, Masashi Sugiyama
2024 A* conf
Generating Chain-of-Thoughts with a Pairwise-Comparison Approach to Searching for the Most Promising Intermediate Thought.
ICML
Zhen-Yu Zhang, Siwei Han, Huaxiu Yao, Gang Niu, Masashi Sugiyama
2024 A* conf
Handling Varied Objectives by Online Decision Making.
KDD
Lanjihong Ma, Zhen-Yu Zhang, Yao-Xiang Ding, Zhi-Hua Zhou
2024 J jnl
Learning with Asynchronous Labels.
ACM Trans. Knowl. Discov. Data
Yu-Yang Qian, Zhen-Yu Zhang, Peng Zhao, Zhi-Hua Zhou
2024 J jnl
On Unsupervised Prompt Learning for Classification with Black-box Language Models.
CoRR
Zhen-Yu Zhang, Jiandong Zhang, Huaxiu Yao, Gang Niu, Masashi Sugiyama
2024 A* conf
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment.
NeurIPS
Zhen-Yu Zhang, Zhiyu Xie, Huaxiu Yao, Masashi Sugiyama
2024 J jnl
Unsupervised Real Time and Early Anomalies Detection Method for Sewer Networks Systems.
IEEE Access
Chun-Ming Qiu, Guo-Xiang Shao, Zhen-Yu Zhang, Chichun Zhou, Yue-Jie Hou, En-Ming Zhao, Xiao Guo, Xiaolin Guan
2023 A* conf
Adapting to Continuous Covariate Shift via Online Density Ratio Estimation.
NeurIPS
Yu-Jie Zhang, Zhen-Yu Zhang, Peng Zhao, Masashi Sugiyama
2023 J jnl
Adapting to Continuous Covariate Shift via Online Density Ratio Estimation.
CoRR
Yu-Jie Zhang, Zhen-Yu Zhang, Peng Zhao, Masashi Sugiyama
2023 A* conf
Handling New Class in Online Label Shift.
ICDM
Yu-Yang Qian, Yong Bai, Zhen-Yu Zhang, Peng Zhao, Zhi-Hua Zhou
2022 A* conf
Adaptive Learning for Weakly Labeled Streams.
KDD
Zhen-Yu Zhang, Yu-Yang Qian, Yu-Jie Zhang, Yuan Jiang, Zhi-Hua Zhou
2022 J jnl
Early Abnormal Detection of Sewage Pipe Network: Bagging of Various Abnormal Detection Algorithms.
CoRR
Zhen-Yu Zhang, Guo-Xiang Shao, Chun-Ming Qiu, Yue-Jie Hou, En-Ming Zhao, Chi-Chun Zhou
2022 J jnl
Learning From Incomplete and Inaccurate Supervision.
IEEE Trans. Knowl. Data Eng.
Zhen-Yu Zhang, Peng Zhao, Yuan Jiang, Zhi-Hua Zhou