Tianyang Hu - researchr alias

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Viewing Publication 1 - 35 from 35

2025

LITE: A Learning-Integrated Topological Explorer for Multi-Floor Indoor EnvironmentsJunhao Chen, Zhen Zhang, Chengrui Zhu, Xiaojun Hou, Tianyang Hu, Huifeng Wu, Yong Liu. iros 2025: 9533-9540 [doi]

AlgoFormer: An Efficient Transformer Framework with Algorithmic StructuresYihang Gao, Chuanyang Zheng, Enze Xie, Han Shi, Tianyang Hu, Yu Li, Michael Ng 0001, Zhenguo Li, Zhaoqiang Liu. tmlr, 2025, 2025. [doi]

Advanced Codebook Design for SCMA-Aided NTNs With Randomly Distributed UsersTianyang Hu, Qu Luo, Lixia Xiao, Jiaxi Zhou, Pei Xiao 0001, Tao Jiang 0002. wcl, 14(9):2852-2856, September 2025. [doi]

MARF: Cooperative Multi-Agent Path Finding with Reinforcement Learning and Frenet Lattice in Dynamic EnvironmentsTianyang Hu, Zhen Zhang, Chengrui Zhu, Gang Xu, Yuchen Wu, Huifeng Wu, Yong Liu. icra 2025: 12607-12613 [doi]

Elucidating the design space of language models for image generationXuantong Liu, Shaozhe Hao, Xianbiao Qi, Tianyang Hu, Jun Wang, Rong Xiao 0003, Yuan Yao. icml 2025: [doi]

You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANsYihong Luo, Xiaolong Chen, Xinghua Qu, Tianyang Hu, Jing Tang. iclr 2025: [doi]

Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer MechanismZhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu. emnlp 2025: 16446-16474 [doi]

A multi-channel voltage driving circuit with adjustable and independent RF amplitudeQikun Wang, Zhao Wang, Tianyang Hu, Jun Mai, Wei Ma, Xu Wang. qip, 24(5):131, May 2025. [doi]

Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra DataHaonan Wang, Minbin Huang, Runhui Huang, Lanqing Hong, Hang Xu 0004, Tianyang Hu, Xiaodan Liang, Zhenguo Li, Hong Cheng 0001, Kenji Kawaguchi. naacl 2025: 7854-7873 [doi]

A Micro-Expression Recognition Network Based on Attention Mechanism and Motion MagnificationFalin Wu, Yu Xia, Boyi Ma, Tianyang Hu, Jingyao Yang, Haoxin Li, Di Huang 0001. taffco, 16(3):1379-1391, July - September 2025. [doi]

2024

Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention TransformersBrian K. Chen, Tianyang Hu, Hui Jin, Hwee Kuan Lee, Kenji Kawaguchi. icml 2024: 6833-6846 [doi]

A Global CIT Model Fusing Ground-Based GNSS and Space-Borne LEO Satellite Data for Monitoring the Geomagnetic StormTianyang Hu, XiaoHua Xu, Jia Luo 0002. tgrs, 62:1-11, 2024. [doi]

Improving the Computerized Ionospheric Tomography Performance Through a Neural Network-Based Initial IED Prediction ModelTianyang Hu, XiaoHua Xu, Jia Luo 0002. tgrs, 62:1-17, 2024. [doi]

JointDreamer: Ensuring Geometry Consistency and Text Congruence in Text-to-3D Generation via Joint Score DistillationChenhan Jiang, Yihan Zeng, Tianyang Hu, Songcun Xu, Wei Zhang 0196, Hang Xu, Dit-Yan Yeung. eccv 2025: 439-456 [doi]

Referee Can Play: An Alternative Approach to Conditional Generation via Model InversionXuantong Liu, Tianyang Hu, Wenjia Wang, Kenji Kawaguchi, Yuan Yao 0011. icml 2024: 31165-31185 [doi]

Label-Driven Graph Convolutional Network for Multilabel Remote Sensing Image ClassificationBoyi Ma, Falin Wu, Tianyang Hu, Loghman Fathollahi, Xiaohong Sui, Yushuang Liu, Byambakhuu Gantumur. staeors, 17:2245-2255, 2024. [doi]

Deciphering the Projection Head: Representation Evaluation Self-supervised LearningJiaJun Ma, Tianyang Hu, Wenjia Wang. IJCAI 2024: 4724-4732 [doi]

The Surprising Effectiveness of Skip-Tuning in Diffusion SamplingJiaJun Ma, Shuchen Xue, Tianyang Hu, Wenjia Wang, Zhaoqiang Liu, Zhenguo Li, Zhi-Ming Ma, Kenji Kawaguchi. icml 2024: 34053-34074 [doi]

Elucidating the design space of classifier-guided diffusion generationJiaJun Ma, Tianyang Hu, Wenjia Wang, Jiacheng Sun. iclr 2024: [doi]

WDFA-YOLOX: A Wavelet-Driven and Feature-Enhanced Attention YOLOX Network for Ship Detection in SAR ImagesFalin Wu, Tianyang Hu, Yu Xia, Boyi Ma, Saddam Sarwar, Chunxiao Zhang. remotesensing, 16(10):1760, May 2024. [doi]

Accelerating Diffusion Sampling with Optimized Time StepsShuchen Xue, Zhaoqiang Liu, Fei Chen, Shifeng Zhang, Tianyang Hu, Enze Xie, Zhenguo Li. cvpr 2024: 8292-8301 [doi]

2023

Explore and Exploit the Diverse Knowledge in Model Zoo for Domain GeneralizationYimeng Chen, Tianyang Hu, Fengwei Zhou, Zhenguo Li, Zhi-Ming Ma. icml 2023: 4623-4640 [doi]

Complexity Matters: Rethinking the Latent Space for Generative ModelingTianyang Hu, Fei Chen, Haonan Wang, Jiawei Li, Wenjia Wang, Jiacheng Sun, Zhenguo Li. nips 2023: [doi]

Your Contrastive Learning Is Secretly Doing Stochastic Neighbor EmbeddingTianyang Hu, Zhili Liu, Fengwei Zhou, Wenjia Wang, Weiran Huang 0001. iclr 2023: [doi]

Inducing Neural Collapse in Deep Long-tailed LearningXuantong Liu, Jianfeng Zhang, Tianyang Hu, He Cao, Yuan Yao, Lujia Pan. aistats 2023: 11534-11544 [doi]

Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion ModelsWeijian Luo, Tianyang Hu, Shifeng Zhang, Jiacheng Sun, Zhenguo Li, Zhihua Zhang. nips 2023: [doi]

Exact Count of Boundary Pieces of ReLU Classifiers: Towards the Proper Complexity Measure for ClassificationPawel Piwek, Adam Klukowski, Tianyang Hu. uai 2023: 1673-1683 [doi]

ContraNeRF: Generalizable Neural Radiance Fields for Synthetic-to-real Novel View Synthesis via Contrastive LearningHao Yang, Lanqing Hong, Aoxue Li, Tianyang Hu, Zhenguo Li, Gim Hee Lee, Liwei Wang. cvpr 2023: 16508-16517 [doi]

Continual Learning by Modeling Intra-Class VariationLonghui Yu, Tianyang Hu, Lanqing Hong, Zhen Liu 0019, Adrian Weller, Weiyang Liu. tmlr, 2023, 2023. [doi]

2022

ZooD: Exploiting Model Zoo for Out-of-Distribution GeneralizationQishi Dong, Muhammad Awais, Fengwei Zhou, Chuanlong Xie, Tianyang Hu, Yongxin Yang, Sung-Ho Bae, Zhenguo Li. nips 2022: [doi]

Understanding Square Loss in Training Overparametrized Neural Network ClassifiersTianyang Hu, Jun Wang, Wenjia Wang, Zhenguo Li. nips 2022: [doi]

2021

Study of Spatial and Temporal Variations of Ionospheric Total Electron Content in Japan, during 2014-2019 and the 2016 Kumamoto EarthquakeTianyang Hu, Yibin Yao, Jian Kong. sensors, 21(6):2156, 2021. [doi]

Regularization Matters: A Nonparametric Perspective on Overparametrized Neural NetworkTianyang Hu, Wenjia Wang, Cong Lin, Guang Cheng. aistats 2021: 829-837 [doi]

2017

Toward Practical Deployment of Fingerprint-Based Indoor LocalizationSuining He, Tianyang Hu, S.-H. Gary Chan. pervasive, 16(2):76-83, 2017. [doi]

2015

Contour-based Trilateration for Indoor Fingerprinting LocalizationSuining He, Tianyang Hu, S.-H. Gary Chan. sensys 2015: 225-238 [doi]

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