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ORCIDZhi Zhou 0007
Person information
- affiliation: Nanjing University, Key Laboratory for Novel Software Technology, Nanjing, China
Other persons with the same name
- Zhi Zhou — disambiguation page
- Zhi Zhou 0001 — Indiana University-Purdue University Indianapolis, Department of Electrical and Computer Engineering, IN, USA
- Zhi Zhou 0002
![[0000-0002-3439-0313]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-3439-0313")
— Hong Kong Polytechnic University, Hong Kong (and 2 more) - Zhi Zhou 0003 — Nanyang Technological University, School of Electrical and Electronic Engineering, Singapore
- Zhi Zhou 0004 — Hainan University, School of Civil and Architectural Engineering, Haikou, China (and 3 more)
- Zhi Zhou 0005 — University of Electronic Science and Technology of China, School of Electronic Engineering, Chengdu, China
- Zhi Zhou 0006 — Sun Yat-sen University, School of Data and Computer Science, Guangzhou, China
- Zhi Zhou 0008 — Northwest University, School of Public Administration, Xi'an, China
- Zhi Zhou 0009 — Huazhong University of Science and Technology, Key Laboratory of Services Computing Technology and System, China
- Zhi Zhou 0010 — University of Washington, Department of Electrical Engineering, Seattle, WA, USA
- Zhi Zhou 0011 — Nanyang Technological University, School of Computer Engineering, Singapore
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2020 – today
- 2025
[c19]Zhi Zhou, Kun-Yang Yu, Lan-Zhe Guo, Yufeng Li:
Fully Test-time Adaptation for Tabular Data. AAAI 2025: 23027-23035- [c18]Zi-Jian Cheng, Zi-Yi Jia, Kun-Yang Yu, Zhi Zhou, Lan-Zhe Guo:
Fully Test-Time Adaptation for Feature Decrement in Tabular Data. IJCAI 2025: 4940-4948 - [c17]Song-Lin Lv, Yu-Yang Chen, Zhi Zhou, Ming Yang, Lan-Zhe Guo:
BMIP: Bi-directional Modality Interaction Prompt Learning for VLM. IJCAI 2025: 5887-5895 - [c16]Zhi Zhou, Hao-Zhe Tan, Peng-Xiao Song, Lan-Zhe Guo:
CGI: Identifying Conditional Generative Models with Example Images. IJCAI 2025: 7227-7235 - [c15]Xiao-Wen Yang, Jie-Jing Shao, Lan-Zhe Guo, Bo-Wen Zhang, Zhi Zhou, Lin-Han Jia, Wang-Zhou Dai, Yufeng Li:
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models. IJCAI 2025: 10770-10778 - [i27]Song-Lin Lv, Yu-Yang Chen, Zhi Zhou, Ming Yang, Lan-Zhe Guo:
BMIP: Bi-directional Modality Interaction Prompt Learning for VLM. CoRR abs/2501.07769 (2025) - [i26]Zhi Zhou, Hao-Zhe Tan, Peng-Xiao Song, Lan-Zhe Guo:
CGI: Identifying Conditional Generative Models with Example Images. CoRR abs/2501.13991 (2025) - [i25]Hao-Zhe Tan, Zhi Zhou, Lan-Zhe Guo, Yufeng Li:
Pre-Trained Vision-Language Model Selection and Reuse for Downstream Tasks. CoRR abs/2501.18271 (2025) - [i24]Zi-Jian Cheng, Zi-Yi Jia, Zhi Zhou, Lan-Zhe Guo, Yufeng Li:
TabFSBench: Tabular Benchmark for Feature Shifts in Open Environment. CoRR abs/2501.18935 (2025) - [i23]Song-Lin Lv, Yu-Yang Chen, Zhi Zhou, Yufeng Li, Lan-Zhe Guo:
Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment. CoRR abs/2501.19060 (2025) - [i22]Zhi Zhou, Tan Yuhao, Zenan Li, Yuan Yao, Lan-Zhe Guo, Xiaoxing Ma, Yufeng Li:
Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning. CoRR abs/2502.00511 (2025) - [i21]Xiao-Wen Yang, Xuan-Yi Zhu, Wen-Da Wei, Dingchu Zhang, Jie-Jing Shao, Zhi Zhou, Lan-Zhe Guo, Yufeng Li:
Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models. CoRR abs/2502.04404 (2025) - [i20]Zhi Zhou, Kun-Yang Yu, Shi-Yu Tian, Xiao-Wen Yang, Jiang-Xin Shi, Peng-Xiao Song, Yi-Xuan Jin, Lan-Zhe Guo, Yufeng Li:
LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM. CoRR abs/2502.06572 (2025) - [i19]Lin-Han Jia, Si-Yu Han, Lan-Zhe Guo, Zhi Zhou, Zhao-Long Li, Yufeng Li, Zhi-Hua Zhou:
A Smooth Transition Between Induction and Deduction: Fast Abductive Learning Based on Probabilistic Symbol Perception. CoRR abs/2502.12919 (2025) - [i18]Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou, Si-Ye Han, Zi-Wen Li, Yufeng Li:
Micro Text Classification Based on Balanced Positive-Unlabeled Learning. CoRR abs/2503.13562 (2025) - [i17]Zi-Jian Cheng, Zi-Yi Jia, Zhi Zhou, Yufeng Li, Lan-Zhe Guo:
Realistic Evaluation of TabPFN v2 in Open Environments. CoRR abs/2505.16226 (2025) - [i16]Weiming Wu, Zi-kang Wang, Jin Ye, Zhi Zhou, Yufeng Li, Lan-Zhe Guo:
NeSyGeo: A Neuro-Symbolic Framework for Multimodal Geometric Reasoning Data Generation. CoRR abs/2505.17121 (2025) - [i15]Shi-Yu Tian, Zhi Zhou, Wei Dong, Ming Yang, Kun-Yang Yu, Zi-Jian Cheng, Lan-Zhe Guo, Yufeng Li:
Automated Text-to-Table for Reasoning-Intensive Table QA: Pipeline Design and Benchmarking Insights. CoRR abs/2505.19563 (2025) - [i14]Lin-Han Jia, Si-Yu Han, Wen-Chao Hu, Jie-Jing Shao, Wen-Da Wei, Zhi Zhou, Lan-Zhe Guo, Yufeng Li:
When Is Prior Knowledge Helpful? Exploring the Evaluation and Selection of Unsupervised Pretext Tasks from a Neuro-Symbolic Perspective. CoRR abs/2508.07299 (2025) - [i13]Xiao-Wen Yang, Jie-Jing Shao, Lan-Zhe Guo, Bo-Wen Zhang, Zhi Zhou, Lin-Han Jia, Wang-Zhou Dai, Yufeng Li:
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models. CoRR abs/2508.13678 (2025) - [i12]Xiao-Wen Yang, Zihao Zhang, Jianuo Cao, Zhi Zhou, Zenan Li, Lan-Zhe Guo, Yuan Yao, Taolue Chen, Yufeng Li, Xiaoxing Ma:
FormalML: A Benchmark for Evaluating Formal Subgoal Completion in Machine Learning Theory. CoRR abs/2510.02335 (2025) - [i11]Zhi Zhou, Tan Yuhao, Zenan Li, Yuan Yao, Lan-Zhe Guo, Yufeng Li, Xiaoxing Ma:
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning. CoRR abs/2510.15444 (2025) - 2024
- [j2]Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou, Yufeng Li:
LAMDA-SSL: a comprehensive semi-supervised learning toolkit. Sci. China Inf. Sci. 67(1) (2024) - [j1]Zhi Zhou, Yi-Xuan Jin, Yufeng Li:
Rts: learning robustly from time series data with noisy label. Frontiers Comput. Sci. 18(6): 186332 (2024) - [c14]Dingchu Zhang, Zhi Zhou, Yufeng Li:
Robust Test-Time Adaptation for Zero-Shot Prompt Tuning. AAAI 2024: 16714-16722 - [c13]Heng-Kai Zhang, Yi-Ge Zhang, Zhi Zhou, Yufeng Li:
HONGAT: Graph Attention Networks in the Presence of High-Order Neighbors. AAAI 2024: 16750-16758 - [c12]Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou, Yufeng Li:
Realistic Evaluation of Semi-supervised Learning Algorithms in Open Environments. ICLR 2024 - [c11]Zhi Zhou, Ming Yang, Jiang-Xin Shi, Lan-Zhe Guo, Yufeng Li:
DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection. ICML 2024 - [c10]Jiang-Xin Shi, Tong Wei, Zhi Zhou, Jie-Jing Shao, Xin-Yan Han, Yufeng Li:
Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts. ICML 2024 - [c9]Heng-Kai Zhang, Yi-Ge Zhang, Zhi Zhou, Yufeng Li:
LSPAN: Spectrally Localized Augmentation for Graph Consistency Learning. IJCAI 2024: 5462-5470 - [c8]Zenan Li, Zhi Zhou, Yuan Yao, Xian Zhang, Yu-Feng Li, Chun Cao, Fan Yang, Xiaoxing Ma:
Neuro-Symbolic Data Generation for Math Reasoning. NeurIPS 2024 - [i10]Zhi Zhou, Ming Yang, Jiang-Xin Shi, Lan-Zhe Guo, Yufeng Li:
DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection. CoRR abs/2406.00345 (2024) - [i9]Zhi Zhou, Jiang-Xin Shi, Peng-Xiao Song, Xiaowen Yang, Yi-Xuan Jin, Lan-Zhe Guo, Yufeng Li:
LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model. CoRR abs/2406.04614 (2024) - [i8]Shi-Yu Tian, Zhi Zhou, Lin-Han Jia, Lan-Zhe Guo, Yufeng Li:
Robustness Assessment of Mathematical Reasoning in the Presence of Missing and Contradictory Conditions. CoRR abs/2406.05055 (2024) - [i7]Jia Zhang, Zhi Zhou, Lan-Zhe Guo, Yufeng Li:
Enabling Small Models for Zero-Shot Classification through Model Label Learning. CoRR abs/2408.11449 (2024) - [i6]Zenan Li, Zhi Zhou, Yuan Yao, Yu-Feng Li, Chun Cao, Fan Yang, Xian Zhang, Xiaoxing Ma:
Neuro-Symbolic Data Generation for Math Reasoning. CoRR abs/2412.04857 (2024) - [i5]Zhi Zhou, Kun-Yang Yu, Lan-Zhe Guo, Yufeng Li:
Fully Test-time Adaptation for Tabular Data. CoRR abs/2412.10871 (2024) - [i4]Zhi Zhou, Lan-Zhe Guo, Peng-Xiao Song, Yufeng Li:
You Only Submit One Image to Find the Most Suitable Generative Model. CoRR abs/2412.12232 (2024) - 2023
- [c7]Lan-Zhe Guo, Zhi Zhou, Yufeng Li, Zhi-Hua Zhou:
Identifying Useful Learnwares for Heterogeneous Label Spaces. ICML 2023: 12122-12131 - [c6]Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou, Jie-Jing Shao, Yuke Xiang, Yufeng Li:
Bidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions. ICML 2023: 14886-14901 - [c5]Zhi Zhou, Lan-Zhe Guo, Lin-Han Jia, Dingchu Zhang, Yufeng Li:
ODS: Test-Time Adaptation in the Presence of Open-World Data Shift. ICML 2023: 42574-42588 - [i3]Jiang-Xin Shi, Tong Wei, Zhi Zhou, Xin-Yan Han, Jie-Jing Shao, Yufeng Li:
Parameter-Efficient Long-Tailed Recognition. CoRR abs/2309.10019 (2023) - 2022
- [c4]Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yufeng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang:
USB: A Unified Semi-supervised Learning Benchmark for Classification. NeurIPS 2022 - [i2]Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou, Yufeng Li:
LAMDA-SSL: Semi-Supervised Learning in Python. CoRR abs/2208.04610 (2022) - [i1]Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yufeng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang:
USB: A Unified Semi-supervised Learning Benchmark. CoRR abs/2208.07204 (2022) - 2021
- [c3]Lan-Zhe Guo, Zhi Zhou, Jie-Jing Shao, Qi Zhang, Feng Kuang, Gao-Le Li, Zhang-Xun Liu, Guobin Wu, Nan Ma, Qun (Tracy) Li, Yufeng Li:
Learning from Imbalanced and Incomplete Supervision with Its Application to Ride-Sharing Liability Judgment. KDD 2021: 487-495 - [c2]Zhi Zhou, Lan-Zhe Guo, Zhanzhan Cheng, Yufeng Li, Shiliang Pu:
STEP: Out-of-Distribution Detection in the Presence of Limited In-Distribution Labeled Data. NeurIPS 2021: 29168-29180 - 2020
- [c1]Lan-Zhe Guo, Zhi Zhou, Yufeng Li:
RECORD: Resource Constrained Semi-Supervised Learning under Distribution Shift. KDD 2020: 1636-1644
Coauthor Index
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