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2020 – today
- 2025
[c34]Yuchi Wang, Junliang Guo, Jianhong Bai, Runyi Yu, Tianyu He, Xu Tan, Xu Sun, Jiang Bian:
InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation. AAAI 2025: 8132-8140- [c33]Dayal Singh Kalra, Tianyu He, Maissam Barkeshli:
Universal Sharpness Dynamics in Neural Network Training: Fixed Point Analysis, Edge of Stability, and Route to Chaos. ICLR 2025 - [c32]Wentao Zhang, Junliang Guo, Tianyu He, Li Zhao, Linli Xu, Jiang Bian:
Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators. ICLR 2025 - [i47]Jiajun Deng, Tianyu He, Li Jiang, Tianyu Wang, Feras Dayoub, Ian D. Reid:
3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer. CoRR abs/2501.01163 (2025) - [i46]Hanxin Zhu, Tianyu He, Xiqian Yu, Junliang Guo, Zhibo Chen, Jiang Bian:
AR4D: Autoregressive 4D Generation from Monocular Videos. CoRR abs/2501.01722 (2025) - [i45]Tao Tao, Darshil Doshi, Dayal Singh Kalra, Tianyu He, Maissam Barkeshli:
(How) Can Transformers Predict Pseudo-Random Numbers? CoRR abs/2502.10390 (2025) - [i44]Ziqin Zhou, Yifan Yang, Yuqing Yang, Tianyu He, Houwen Peng, Kai Qiu, Qi Dai, Lili Qiu, Chong Luo, Lingqiao Liu:
HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models. CoRR abs/2503.11513 (2025) - [i43]Yang Ye, Junliang Guo, Haoyu Wu, Tianyu He, Tim Pearce, Tabish Rashid, Katja Hofmann, Jiang Bian:
Fast Autoregressive Video Generation with Diagonal Decoding. CoRR abs/2503.14070 (2025) - 2024
- [j12]Tianyu He
, Peiyi Han, Shaoming Duan, Zirui Wang, Wentai Wu, Chuanyi Liu, Jianrun Han:
Generative data augmentation with differential privacy for non-IID problem in decentralized clinical machine learning. Future Gener. Comput. Syst. 160: 171-184 (2024) - [j11]Anni Tang, Tianyu He, Xu Tan, Jun Ling, Runnan Li, Sheng Zhao, Jiang Bian, Li Song:
Memories are One-to-Many Mapping Alleviators in Talking Face Generation. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 8758-8770 (2024) - [j10]Zhengning Wu, Tianyu He, Xiaobo Xia, Jun Yu, Xu Shen, Tongliang Liu:
Conditional Consistency Regularization for Semi-Supervised Multi-Label Image Classification. IEEE Trans. Multim. 26: 4206-4216 (2024) - [c31]Hanxin Zhu, Tianyu He, Xin Li, Bingchen Li, Zhibo Chen:
Is Vanilla MLP in Neural Radiance Field Enough for Few-Shot View Synthesis? CVPR 2024: 20288-20298 - [c30]Henan Wang, Hanxin Zhu, Tianyu He, Runsen Feng, Jiajun Deng, Jiang Bian, Zhibo Chen:
End-to-End Rate-Distortion Optimized 3D Gaussian Representation. ECCV (58) 2024: 76-92 - [c29]Darshil Doshi, Aritra Das, Tianyu He, Andrey Gromov:
To Grok or not to Grok: Disentangling Generalization and Memorization on Corrupted Algorithmic Datasets. ICLR 2024 - [c28]Tianyu He, Junliang Guo, Runyi Yu, Yuchi Wang, Jialiang Zhu, Kaikai An, Leyi Li, Xu Tan, Chunyu Wang, Han Hu, HsiangTao Wu, Sheng Zhao, Jiang Bian:
GAIA: Zero-shot Talking Avatar Generation. ICLR 2024 - [c27]Tianyu He, Darshil Doshi, Aritra Das, Andrey Gromov:
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks. NeurIPS 2024 - [c26]Hanxin Zhu, Tianyu He, Anni Tang, Junliang Guo, Zhibo Chen, Jiang Bian:
Compositional 3D-aware Video Generation with LLM Director. NeurIPS 2024 - [i42]Lehang Li, Haokuan Wu, Botao Yao, Tianyu He, Shuohan Huang, Chuanyi Liu:
First-principles Based 3D Virtual Simulation Testing for Discovering SOTIF Corner Cases of Autonomous Driving. CoRR abs/2401.11876 (2024) - [i41]Jianhong Bai, Tianyu He, Yuchi Wang, Junliang Guo, Haoji Hu, Zuozhu Liu, Jiang Bian:
UniEdit: A Unified Tuning-Free Framework for Video Motion and Appearance Editing. CoRR abs/2402.13185 (2024) - [i40]Hanxin Zhu, Tianyu He, Zhibo Chen:
CMC: Few-shot Novel View Synthesis via Cross-view Multiplane Consistency. CoRR abs/2402.16407 (2024) - [i39]Hanxin Zhu, Tianyu He, Xin Li, Bingchen Li, Zhibo Chen:
Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis? CoRR abs/2403.06092 (2024) - [i38]Yuchi Wang, Junliang Guo, Jianhong Bai, Runyi Yu, Tianyu He, Xu Tan, Xu Sun, Jiang Bian:
InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation. CoRR abs/2405.15758 (2024) - [i37]Henan Wang, Hanxin Zhu, Tianyu He, Runsen Feng, Jiajun Deng, Jiang Bian, Zhibo Chen:
End-to-End Rate-Distortion Optimized 3D Gaussian Representation. CoRR abs/2406.01597 (2024) - [i36]Tianyu He, Darshil Doshi, Aritra Das, Andrey Gromov:
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks. CoRR abs/2406.02550 (2024) - [i35]Darshil Doshi, Tianyu He, Aritra Das, Andrey Gromov:
Grokking Modular Polynomials. CoRR abs/2406.03495 (2024) - [i34]Runyi Yu, Tianyu He, Ailing Zhang, Yuchi Wang, Junliang Guo, Xu Tan, Chang Liu, Jie Chen, Jiang Bian:
Make Your Actor Talk: Generalizable and High-Fidelity Lip Sync with Motion and Appearance Disentanglement. CoRR abs/2406.08096 (2024) - [i33]Xiqian Yu, Hanxin Zhu, Tianyu He, Zhibo Chen:
GaussianSR: 3D Gaussian Super-Resolution with 2D Diffusion Priors. CoRR abs/2406.10111 (2024) - [i32]Wentao Zhang, Junliang Guo, Tianyu He, Li Zhao, Linli Xu, Jiang Bian:
Video In-context Learning. CoRR abs/2407.07356 (2024) - [i31]Jingze Shi, Lu He, Yuhan Wang, Tianyu He, Bingheng Wu, Mingkun Hou:
Cheems: Wonderful Matrices More Efficient and More Effective Architecture. CoRR abs/2407.16958 (2024) - [i30]Meng Jiang, Qing Zhao, Jianqiang Li, Fan Wang, Tianyu He, Xinyan Cheng, Bing Xiang Yang, Grace W. K. Ho, Guanghui Fu:
A Generic Review of Integrating Artificial Intelligence in Cognitive Behavioral Therapy. CoRR abs/2407.19422 (2024) - [i29]Hanxin Zhu, Tianyu He, Anni Tang, Junliang Guo, Zhibo Chen, Jiang Bian:
Compositional 3D-aware Video Generation with LLM Director. CoRR abs/2409.00558 (2024) - [i28]Xiaoyu Chen, Junliang Guo, Tianyu He, Chuheng Zhang, Pushi Zhang, Derek Yang, Li Zhao, Jiang Bian:
IGOR: Image-GOal Representations are the Atomic Control Units for Foundation Models in Embodied AI. CoRR abs/2411.00785 (2024) - [i27]Anni Tang, Tianyu He, Junliang Guo, Xinle Cheng, Li Song, Jiang Bian:
VidTok: A Versatile and Open-Source Video Tokenizer. CoRR abs/2412.13061 (2024) - [i26]Yuchi Wang, Junliang Guo, Xinyi Xie, Tianyu He, Xu Sun, Jiang Bian:
VidTwin: Video VAE with Decoupled Structure and Dynamics. CoRR abs/2412.17726 (2024) - 2023
- [j9]Shaoming Duan, Chuanyi Liu, Peiyi Han, Xiaopeng Jin, Xinyi Zhang, Tianyu He, Hezhong Pan, Xiayu Xiang:
HT-Fed-GAN: Federated Generative Model for Decentralized Tabular Data Synthesis. Entropy 25(1): 88 (2023) - [j8]Xin Jin, Ruoyu Feng, Simeng Sun, Runsen Feng, Tianyu He, Zhibo Chen:
Semantical video coding: Instill static-dynamic clues into structured bitstream for AI tasks. J. Vis. Commun. Image Represent. 93: 103816 (2023) - [c25]Dingyao Yu, Kaitao Song, Peiling Lu, Tianyu He, Xu Tan, Wei Ye, Shikun Zhang, Jiang Bian:
MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models. EMNLP (Demos) 2023: 246-255 - [c24]Zenghao Chai, Tianke Zhang, Tianyu He, Xu Tan, Tadas Baltrusaitis, HsiangTao Wu, Runnan Li, Sheng Zhao, Chun Yuan, Jiang Bian:
HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details. ICCV 2023: 9053-9064 - [c23]Chenpeng Du, Qi Chen, Tianyu He, Xu Tan, Xie Chen, Kai Yu, Sheng Zhao, Jiang Bian:
DAE-Talker: High Fidelity Speech-Driven Talking Face Generation with Diffusion Autoencoder. ACM Multimedia 2023: 4281-4289 - [c22]Darshil Doshi, Tianyu He, Andrey Gromov:
Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications. NeurIPS 2023 - [i25]Zenghao Chai, Tianke Zhang, Tianyu He, Xu Tan, Tadas Baltrusaitis, HsiangTao Wu, Runnan Li, Sheng Zhao, Chun Yuan, Jiang Bian:
HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details. CoRR abs/2303.11225 (2023) - [i24]Chenpeng Du, Qi Chen, Tianyu He, Xu Tan, Xie Chen, Kai Yu, Sheng Zhao, Jiang Bian:
DAE-Talker: High Fidelity Speech-Driven Talking Face Generation with Diffusion Autoencoder. CoRR abs/2303.17550 (2023) - [i23]Lianying Yin, Yijun Wang, Tianyu He, Jinming Liu, Wei Zhao, Bohan Li, Xin Jin, Jianxin Lin:
EMoG: Synthesizing Emotive Co-speech 3D Gesture with Diffusion Model. CoRR abs/2306.11496 (2023) - [i22]Dingyao Yu, Kaitao Song, Peiling Lu, Tianyu He, Xu Tan, Wei Ye, Shikun Zhang, Jiang Bian:
MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models. CoRR abs/2310.11954 (2023) - [i21]Darshil Doshi, Aritra Das, Tianyu He, Andrey Gromov:
To grok or not to grok: Disentangling generalization and memorization on corrupted algorithmic datasets. CoRR abs/2310.13061 (2023) - [i20]Wei Zhao, Yijun Wang, Tianyu He, Lianying Yin, Jianxin Lin, Xin Jin:
Breathing Life into Faces: Speech-driven 3D Facial Animation with Natural Head Pose and Detailed Shape. CoRR abs/2310.20240 (2023) - [i19]Dayal Singh Kalra, Tianyu He, Maissam Barkeshli:
Universal Sharpness Dynamics in Neural Network Training: Fixed Point Analysis, Edge of Stability, and Route to Chaos. CoRR abs/2311.02076 (2023) - [i18]Tianyu He, Junliang Guo, Runyi Yu, Yuchi Wang, Jialiang Zhu, Kaikai An, Leyi Li, Xu Tan, Chunyu Wang, Han Hu, HsiangTao Wu, Sheng Zhao, Jiang Bian:
GAIA: Zero-shot Talking Avatar Generation. CoRR abs/2311.15230 (2023) - [i17]Tianyu He, Guanghui Fu, Yijing Yu, Fan Wang, Jianqiang Li, Qing Zhao, Changwei Song, Hongzhi Qi, Dan Luo, Huijing Zou, Bing Xiang Yang:
Towards a Psychological Generalist AI: A Survey of Current Applications of Large Language Models and Future Prospects. CoRR abs/2312.04578 (2023) - 2022
- [c21]Xin Jin, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua:
Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization. CVPR 2022: 14258-14267 - [c20]Xin Jin, Tianyu He, Xu Shen, Songhua Wu, Tongliang Liu, Jingwen Ye, Xinchao Wang, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua:
Unleashing the Potential of Adaptation Models via Go-getting Domain Labels. ECCV Workshops (8) 2022: 308-325 - [c19]Ruoyu Feng, Xin Jin, Zongyu Guo, Runsen Feng, Yixin Gao, Tianyu He, Zhizheng Zhang, Simeng Sun, Zhibo Chen:
Image Coding for Machines with Omnipotent Feature Learning. ECCV (37) 2022: 510-528 - [c18]Jian Gu, Changxian Xu, Keping Liu, Liming Zhao, Tianyu He, Zhongbo Sun:
Impedance Control of Upper Limb Rehabilitation Robot Based on Series Elastic Actuator. ICIRA (3) 2022: 138-149 - [c17]Xin Jin, Tianyu He, Xu Shen, Tongliang Liu, Xinchao Wang, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua:
Meta Clustering Learning for Large-scale Unsupervised Person Re-identification. ACM Multimedia 2022: 2163-2172 - [i16]Xin Jin, Ruoyu Feng, Simeng Sun, Runsen Feng, Tianyu He, Zhibo Chen:
Semantically Video Coding: Instill Static-Dynamic Clues into Structured Bitstream for AI Tasks. CoRR abs/2201.10162 (2022) - [i15]Tianyu He, Darshil Doshi, Andrey Gromov:
AutoInit: Automatic Initialization via Jacobian Tuning. CoRR abs/2206.13568 (2022) - [i14]Ruoyu Feng, Xin Jin, Zongyu Guo, Runsen Feng, Yixin Gao, Tianyu He, Zhizheng Zhang, Simeng Sun, Zhibo Chen:
Image Coding for Machines with Omnipotent Feature Learning. CoRR abs/2207.01932 (2022) - [i13]Shaoming Duan, Chuanyi Liu, Peiyi Han, Tianyu He, Yifeng Xu, Qiyuan Deng:
Fed-TDA: Federated Tabular Data Augmentation on Non-IID Data. CoRR abs/2211.13116 (2022) - [i12]Anni Tang, Tianyu He, Xu Tan, Jun Ling, Runnan Li, Sheng Zhao, Li Song, Jiang Bian:
Memories are One-to-Many Mapping Alleviators in Talking Face Generation. CoRR abs/2212.05005 (2022) - 2021
- [j7]Lijun Liu, Tao Wang, Xiaohan Wang, Tianyu He:
A method of implanting combinational hardware Trojan based on evolvable hardware. Comput. Electr. Eng. 93: 107229 (2021) - [j6]Simeng Sun, Tianyu He, Zhibo Chen:
Semantic Structured Image Coding Framework for Multiple Intelligent Applications. IEEE Trans. Circuits Syst. Video Technol. 31(9): 3631-3642 (2021) - [c16]Tianyu He, Xu Shen, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua:
Partial Person Re-Identification With Part-Part Correspondence Learning. CVPR 2021: 9105-9115 - [c15]Tianyu He, Xin Jin, Xu Shen, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua:
Dense Interaction Learning for Video-based Person Re-identification. ICCV 2021: 1470-1481 - [c14]Xiaopeng Sun, Muxingzi Li, Tianyu He, Lubin Fan:
Enhance Image as You Like with Unpaired Learning. IJCAI 2021: 1011-1017 - [c13]Shengxin Hu, Qing Wang, Lu Chen, Xingxin Zhang, Leiqing Huang, Tianyu He, Songhe Li, Xiangmin Dong, Bingxiang Yang:
The establishment and evaluation of the automatic crisis balance analysis model for social network users based on artificial intelligence technology. ISAIMS 2021: 157-161 - [c12]Tianyu He, Yuyu Zheng, Jing Bai, Pan Chen, Yue Ma, Guanghui Fu, Shengxin Hu, Songhe Li, Zhisheng Huang, Qian Liu, Bing Xiang Yang:
Analysis of emotional characteristics of Weibo "tree hole" users with different suicide risk. ISAIMS 2021: 562-567 - [i11]Tianyu He, Xin Jin, Xu Shen, Jianqiang Huang, Zhibo Chen, Xian-Sheng Hua:
Dense Interaction Learning for Video-based Person Re-identification. CoRR abs/2103.09013 (2021) - [i10]Xin Jin, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Xian-Sheng Hua, Zhibo Chen:
Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization. CoRR abs/2103.15537 (2021) - [i9]Xiaopeng Sun, Muxingzi Li, Tianyu He, Lubin Fan:
Enhance Images as You Like with Unpaired Learning. CoRR abs/2110.01161 (2021) - [i8]Xin Jin, Tianyu He, Zhiheng Yin, Xu Shen, Tongliang Liu, Xinchao Wang, Jianqiang Huang, Xian-Sheng Hua, Zhibo Chen:
Meta Clustering Learning for Large-scale Unsupervised Person Re-identification. CoRR abs/2111.10032 (2021) - [i7]Darshil Doshi, Tianyu He, Andrey Gromov:
Critical initialization of wide and deep neural networks through partial Jacobians: general theory and applications to LayerNorm. CoRR abs/2111.12143 (2021) - 2020
- [j5]Tianyu He, Shengxin Huang, Dengfeng Cheng, Yufei Fu, Zhong Fu, Kai Bian:
Relationship Between Brightness and Current of the Propagating Positive Leaders in Laboratory High Voltage Atmospheric Discharges. IEEE Access 8: 158559-158567 (2020) - [j4]Zhibo Chen, Tianyu He, Xin Jin, Feng Wu:
Learning for Video Compression. IEEE Trans. Circuits Syst. Video Technol. 30(2): 566-576 (2020) - [c11]Jianxin Lin, Yijun Wang, Zhibo Chen, Tianyu He:
Learning to Transfer: Unsupervised Domain Translation via Meta-Learning. AAAI 2020: 11507-11514 - [c10]Yaojun Wu, Tianyu He, Zhibo Chen:
Memorize, Then Recall: A Generative Framework for Low Bit-Rate Surveillance Video Compression. ISCAS 2020: 1-5
2010 – 2019
- 2019
- [j3]Zhijun Li, Shengxin Huang, Jianwei Gu, Tianyu He:
A Contribution to the Investigation of Leader Tortuosity in Positive Long Rod-Plane Air Discharge. IEEE Access 7: 170442-170447 (2019) - [j2]Zhibo Chen, Tianyu He:
Learning based Facial Image Compression with semantic fidelity metric. Neurocomputing 338: 16-25 (2019) - [j1]Xiaoming Chen, Zhibo Chen, Ye Li, Tianyu He, Junhui Hou, Sen Liu, Ying He:
ImmerTai: Immersive Motion Learning in VR Environments. J. Vis. Commun. Image Represent. 58: 416-427 (2019) - [c9]Yingce Xia, Tianyu He, Xu Tan, Fei Tian, Di He, Tao Qin:
Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder. AAAI 2019: 5466-5473 - [c8]Yiren Wang, Yingce Xia, Tianyu He, Fei Tian, Tao Qin, ChengXiang Zhai, Tie-Yan Liu:
Multi-Agent Dual Learning. ICLR (Poster) 2019 - [c7]Tianyu He, Qi Luo:
Energy Consumption Assessment of College Tennis Players Based on Actigraph GT9X Accelerometer. IHIET 2019: 549-555 - [c6]Tianyu He, Yingce Xia, Jianxin Lin, Xu Tan, Di He, Tao Qin, Zhibo Chen:
Deliberation Learning for Image-to-Image Translation. IJCAI 2019: 2484-2490 - [c5]Tianyu He, Simeng Sun, Zongyu Guo, Zhibo Chen:
Beyond Coding: Detection-driven Image Compression with Semantically Structured Bit-stream. PCS 2019: 1-5 - [i6]Jianxin Lin, Yijun Wang, Yingce Xia, Tianyu He, Zhibo Chen:
Learning to Transfer: Unsupervised Meta Domain Translation. CoRR abs/1906.00181 (2019) - [i5]Tianyu He, Jiale Chen, Xu Tan, Tao Qin:
Language Graph Distillation for Low-Resource Machine Translation. CoRR abs/1908.06258 (2019) - [i4]Tianyu He, Xu Tan, Tao Qin:
Hard but Robust, Easy but Sensitive: How Encoder and Decoder Perform in Neural Machine Translation. CoRR abs/1908.06259 (2019) - [i3]Yaojun Wu, Tianyu He, Zhibo Chen:
Memorize, Then Recall: A Generative Framework for Low Bit-rate Surveillance Video Compression. CoRR abs/1912.12847 (2019) - 2018
- [c4]Tianyu He, Qi Luo:
A Survey of Motion Capture Technology and Its Application in Sports. IHSED 2018: 854-859 - [c3]Tianyu He, Xu Tan, Yingce Xia, Di He, Tao Qin, Zhibo Chen, Tie-Yan Liu:
Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation. NeurIPS 2018: 7955-7965 - [c2]Tianyu He, Zhibo Chen:
End-to-End Facial Image Compression with Integrated Semantic Distortion Metric. VCIP 2018: 1-4 - [i2]Zhibo Chen, Tianyu He, Xin Jin, Feng Wu:
Learning for Video Compression. CoRR abs/1804.09869 (2018) - [i1]Zhibo Chen, Tianyu He:
Learning based Facial Image Compression with Semantic Fidelity Metric. CoRR abs/1812.10067 (2018) - 2017
- [c1]Tianyu He, Xiaoming Chen, Zhibo Chen, Ye Li, Sen Liu, Junhui Hou, Ying He:
Immersive and collaborative Taichi motion learning in various VR environments. VR 2017: 307-308
Coauthor Index
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