Tianyi Zhou 0001 - researchr alias

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Viewing Publication 1 - 49 from 49

2025

Quality-aware fuzzy min-max neural networks for dynamic brain network analysis and its application to schizophrenia identificationTao Hou, Weiping Ding 0001, Jiashuang Huang, Shu Jiang, Hongcheng Yao, Tianyi Zhou 0001, Hengrong Ju. asc, 169:112538, 2025. [doi]

2024

Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot RetrieverTao Shen 0001, Guodong Long, Xiubo Geng, Chongyang Tao, Yibin Lei, Tianyi Zhou 0001, Michael Blumenstein, Daxin Jiang. acl 2014: 15933-15946 [doi]

FMDNN: A Fuzzy-Guided Multigranular Deep Neural Network for Histopathological Image ClassificationWeiping Ding 0001, Tianyi Zhou 0001, Jiashuang Huang, Shu Jiang, Tao Hou, Chin-Teng Lin. tfs, 32(8):4709-4723, August 2024. [doi]

FDiff-Fusion: Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentationWeiping Ding 0001, Sheng Geng, Haipeng Wang, Jiashuang Huang, Tianyi Zhou 0001. inffus, 112:102540, 2024. [doi]

Do Text-Free Diffusion Models Learn Discriminative Visual Representations?Soumik Mukhopadhyay 0001, Matthew Gwilliam, Yosuke Yamaguchi, Vatsal Agarwal, Namitha Padmanabhan, Archana Swaminathan, Tianyi Zhou 0001, Jun Ohya, Abhinav Shrivastava. eccv 2025: 253-272 [doi]

Understanding the Impact of Negative Prompts: When and How Do They Take Effect?Yuanhao Ban, Ruochen Wang, Tianyi Zhou 0001, Minhao Cheng, Boqing Gong, Cho-Jui Hsieh. eccv 2025: 190-206 [doi]

ODIN: Disentangled Reward Mitigates Hacking in RLHFLichang Chen, Chen Zhu 0001, Jiuhai Chen, Davit Soselia, Tianyi Zhou 0001, Tom Goldstein, Heng Huang, Mohammad Shoeybi, Bryan Catanzaro. icml 2024: [doi]

InstructZero: Efficient Instruction Optimization for Black-Box Large Language ModelsLichang Chen, Jiuhai Chen, Tom Goldstein, Heng Huang, Tianyi Zhou 0001. icml 2024: [doi]

AlpaGasus: Training a Better Alpaca with Fewer DataLichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou 0001, Heng Huang, Hongxia Jin. iclr 2024: [doi]

False Correlation Reduction for Offline Reinforcement LearningZhihong Deng, Zuyue Fu, Lingxiao Wang 0003, Zhuoran Yang, Chenjia Bai, Tianyi Zhou 0001, Zhaoran Wang 0001, Jing Jiang 0002. pami, 46(2):1199-1211, February 2024. [doi]

Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and GeneralizationMucong Ding, Chenghao Deng, Jocelyn Choo, Zichu Wu, Aakriti Agrawal, Avi Schwarzschild, Tianyi Zhou 0001, Tom Goldstein, John Langford 0001, Animashree Anandkumar, Furong Huang. nips 2024: [doi]

Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRAMaharshi Gor, Hal Daumé III, Tianyi Zhou 0001, Jordan L. Boyd-Graber. emnlp 2024: 21533-21564 [doi]

Hallusionbench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language ModelsTianrui Guan, Fuxiao Liu, Xiyang Wu, Ruiqi Xian, Zongxia Li, Xiaoyu Liu 0003, Xijun Wang 0002, Lichang Chen, Furong Huang, Yaser Yacoob, Dinesh Manocha, Tianyi Zhou 0001. cvpr 2024: 14375-14385 [doi]

Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman EquationQiang He, Tianyi Zhou 0001, Meng Fang, Setareh Maghsudi. iclr 2024: [doi]

1+1\textgreater2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators?Yue Huang, Chenrui Fan, Yuan Li 0032, Siyuan Wu, Tianyi Zhou 0001, Xiangliang Zhang 0001, Lichao Sun 0001. emnlp 2024: 13394-13412 [doi]

Position: TrustLLM: Trustworthiness in Large Language ModelsYue Huang, Lichao Sun 0001, Haoran Wang, Siyuan Wu, Qihui Zhang, Yuan Li, Chujie Gao, Yixin Huang, Wenhan Lyu, Yixuan Zhang, Xiner Li, Hanchi Sun, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bertie Vidgen, Bhavya Kailkhura, Caiming Xiong, Chaowei Xiao, Chunyuan Li, Eric P. Xing, Furong Huang, Hao Liu, Heng Ji, Hongyi Wang 0001, Huan Zhang 0001, Huaxiu Yao, Manolis Kellis, Marinka Zitnik, Meng Jiang 0001, Mohit Bansal, James Zou 0001, Jian Pei, Jian Liu, Jianfeng Gao 0001, Jiawei Han 0001, Jieyu Zhao, Jiliang Tang, Jindong Wang 0001, Joaquin Vanschoren, John C. Mitchell, Kai Shu, Kaidi Xu, Kai-Wei Chang, Lifang He 0001, Lifu Huang, Michael Backes 0001, Neil Zhenqiang Gong, Philip S. Yu, Pin-Yu Chen, Quanquan Gu, Ran Xu, Rex Ying, Shuiwang Ji, Suman Jana, Tianlong Chen, Tianming Liu 0001, Tianyi Zhou 0001, William Wang 0001, Xiang Li 0001, Xiangliang Zhang 0001, Xiao Wang, Xing Xie 0001, Xun Chen, Xuyu Wang, Yan Liu 0002, Yanfang Ye 0001, Yinzhi Cao, Yong Chen, Yue Zhao 0016. icml 2024: [doi]

An End-to-End Submodular Framework for Data-Efficient In-Context LearningLilly Kumari, Shengjie Wang, Arnav Das, Tianyi Zhou 0001, Jeff A. Bilmes. naacl 2024: 3293-3308 [doi]

Corpus-Steered Query Expansion with Large Language ModelsYibin Lei, Yu Cao, Tianyi Zhou 0001, Tao Shen 0001, Andrew Yates. eacl 2024: 393-401 [doi]

Meta-Task Prompting Elicits Embeddings from Large Language ModelsYibin Lei, Di Wu, Tianyi Zhou 0001, Tao Shen 0001, Yu Cao, Chongyang Tao, Andrew Yates. acl 2024: 10141-10157 [doi]

Federated Recommendation with Additive PersonalizationZhiwei Li, Guodong Long, Tianyi Zhou 0001. iclr 2024: [doi]

The Closeness of In-Context Learning and Weight Shifting for Softmax RegressionShuai Li, Zhao Song 0002, Yu Xia, Tong Yu 0001, Tianyi Zhou 0001. nips 2024: [doi]

Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-TuningMing Li, Yong Zhang, Shwai He, Zhitao Li, Hongyu Zhao, Jianzong Wang, Ning Cheng 0001, Tianyi Zhou 0001. acl 2024: 14255-14273 [doi]

From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction TuningMing Li, Yong Zhang, Zhitao Li, Jiuhai Chen, Lichang Chen, Ning Cheng 0001, Jianzong Wang, Tianyi Zhou 0001, Jing Xiao 0006. naacl 2014: 7602-7635 [doi]

Multi-Objective Linguistic Control of Large Language ModelsDang Nguyen, Jiuhai Chen, Tianyi Zhou 0001. acl 2014: 4336-4347 [doi]

SpecHub: Provable Acceleration to Multi-Draft Speculative DecodingRyan Sun, Tianyi Zhou 0001, Xun Chen, Lichao Sun 0001. emnlp 2024: 20620-20641 [doi]

Algorithm and Hardness for Dynamic Attention Maintenance in Large Language ModelsJan van den Brand, Zhao Song 0002, Tianyi Zhou 0001. icml 2024: [doi]

AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language ModelsXiyang Wu, Tianrui Guan, Dianqi Li, Shuaiyi Huang, Xiaoyu Liu 0003, Xijun Wang 0002, Ruiqi Xian, Abhinav Shrivastava, Furong Huang, Jordan L. Boyd-Graber, Tianyi Zhou 0001, Dinesh Manocha. emnlp 2024: 8395-8419 [doi]

A Time-Consistency Curriculum for Learning From Instance-Dependent Noisy LabelsSonghua Wu, Tianyi Zhou 0001, Yuxuan Du, Jun Yu 0001, Bo Han 0003, Tongliang Liu. pami, 46(7):4830-4842, 2024. [doi]

Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorldYijun Yang, Tianyi Zhou 0001, Kanxue Li, Dapeng Tao, Lusong Li, Li Shen, Xiaodong He 0001, Jing Jiang 0002, Yuhui Shi. cvpr 2024: 26265-26275 [doi]

Automatic Curriculum for Unsupervised Reinforcement LearningYucheng Yang, Tianyi Zhou 0001, Lei Han, Meng Fang, Mykola Pechenizkiy. atal 2024: 2002-2010 [doi]

Task Adaptation from Skills: Information Geometry, Disentanglement, and New Objectives for Unsupervised Reinforcement LearningYucheng Yang, Tianyi Zhou 0001, Qiang He, Lei Han, Mykola Pechenizkiy, Meng Fang. iclr 2024: [doi]

GPFedRec: Graph-Guided Personalization for Federated RecommendationChunxu Zhang, Guodong Long, Tianyi Zhou 0001, Zijian Zhang 0009, Peng Yan, Bo Yang 0002. kdd 2024: 4131-4142 [doi]

When Federated Recommendation Meets Cold-Start Problem: Separating Item Attributes and User InteractionsChunxu Zhang, Guodong Long, Tianyi Zhou 0001, Zijian Zhang 0009, Peng Yan, Bo Yang. WWW 2024: 3632-3642 [doi]

2023

Curriculum Learning: from Human Strategies to Learning DynamicsTianyi Zhou 0001. PhD thesis, University of Washington, USA, 2023. [doi]

How Many Demonstrations Do You Need for In-context Learning?Jiuhai Chen, Lichang Chen, Chen Zhu, Tianyi Zhou 0001. emnlp 2023: 11149-11159 [doi]

Eigensubspace of Temporal-Difference Dynamics and How It Improves Value Approximation in Reinforcement LearningQiang He, Tianyi Zhou 0001, Meng Fang, Setareh Maghsudi. pkdd 2023: 573-589 [doi]

Merging Experts into One: Improving Computational Efficiency of Mixture of ExpertsShwai He, Run-Ze Fan, Liang Ding 0006, Li Shen, Tianyi Zhou 0001, Dacheng Tao. emnlp 2023: 14685-14691 [doi]

Structured Cooperative Learning with Graphical Model PriorsShuangtong Li, Tianyi Zhou 0001, Xinmei Tian 0001, Dacheng Tao. icml 2023: 20599-20622 [doi]

Multi-center federated learning: clients clustering for better personalizationGuodong Long, Ming Xie, Tao Shen, Tianyi Zhou 0001, Xianzhi Wang 0001, Jing Jiang 0002. www, 26(1):481-500, January 2023. [doi]

Structured Federated Learning through Clustered Additive ModelingJie Ma, Tianyi Zhou 0001, Guodong Long, Jing Jiang 0002, Chengqi Zhang. nips 2023: [doi]

Continual Task Allocation in Meta-Policy Network via Sparse PromptingYijun Yang, Tianyi Zhou 0001, Jing Jiang 0002, Guodong Long, Yuhui Shi. icml 2023: 39623-39638 [doi]

Dual Personalization on Federated RecommendationChunxu Zhang, Guodong Long, Tianyi Zhou 0001, Peng Yan, Zijian Zhang, Chengqi Zhang, Bo Yang. IJCAI 2023: 4558-4566 [doi]

H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language ModelsZhenyu Zhang, Ying Sheng 0007, Tianyi Zhou 0001, Tianlong Chen, Lianmin Zheng, Ruisi Cai, Zhao Song 0002, Yuandong Tian, Christopher Ré, Clark W. Barrett, Zhangyang Wang, Beidi Chen. nips 2023: [doi]

Voting from Nearest Tasks: Meta-Vote Pruning of Pre-trained Models for Downstream TasksHaiyan Zhao, Tianyi Zhou 0001, Guodong Long, Jing Jiang 0002, Chengqi Zhang. pkdd 2023: 52-68 [doi]

Does Continual Learning Equally Forget All Parameters?Haiyan Zhao, Tianyi Zhou 0001, Guodong Long, Jing Jiang, Chengqi Zhang. icml 2023: 42280-42303 [doi]

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