Tianyi Chen

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 218

Top Venues

CoRR

ICASSP

NeurIPS

IEEE Trans. Signal Process.

University of Manchester, UK (PHD)

Education History

University of Manchester, UK

PHD

Publications

Tianyi Chen, Nan Hao, Yingzhou Lu, Capucine Van Rechem
Uncertainty Quantification on Clinical Trial Outcome Prediction. CoRR (2024)
Jongwoo Ko, Sungnyun Kim, Tianyi Chen, Se-Young Yun
DistiLLM: Towards Streamlined Distillation for Large Language Models. CoRR (2024)
Han Shen, Zhuoran Yang, Tianyi Chen
Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF. CoRR (2024)
Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen
Enhancing In-context Learning via Linear Probe Calibration. CoRR (2024)
Duowei Li, Feng Zhu, Jianping Wu, Yiik Diew Wong, Tianyi Chen
Managing mixed traffic at signalized intersections: An adaptive signal control and CAV coordination system based on deep reinforcement learning. Expert Syst. Appl. 238 (Part C) (2024)
A F. M. Saif, Xiaodong Cui, Han Shen, Songtao Lu, Brian Kingsbury, Tianyi Chen
Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization. CoRR (2024)
Quan Xiao, Songtao Lu, Tianyi Chen
An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition. NeurIPS (2023)
Tianyi Chen, Tianyu Ding, Zhihui Zhu, Zeyu Chen, HsiangTao Wu, Ilya Zharkov, Luming Liang
OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators. CoRR (2023)
Chaoyue Song, Tianyi Chen, Yiwen Chen, Jiacheng Wei, Chuan Sheng Foo, Fayao Liu, Guosheng Lin
MoDA: Modeling Deformable 3D Objects from Casual Videos. CoRR (2023)
Zhehua Zhong, Tianyi Chen, Zhen Wang
MAT: Mixed-Strategy Game of Adversarial Training in Fine-tuning. CoRR (2023)
Xuanang Xu, Hannah H. Deng, Tianyi Chen, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, James J. Xia, Pingkun Yan
Federated Cross Learning for Medical Image Segmentation. MIDL (2023)
Tianyi Chen, Qidi Wang, Zhen Dong, Liwei Shen, Xin Peng
Enhancing Robot Program Synthesis Through Environmental Context. NeurIPS (2023)
Tianyi Chen, Qidi Wang, Zhen Dong, Liwei Shen, Xin Peng
Enhancing Robot Program Synthesis Through Environmental Context. CoRR (2023)
Tianyu Ding, Tianyi Chen, Haidong Zhu, Jiachen Jiang, Yiqi Zhong, Jinxin Zhou, Guangzhi Wang, Zhihui Zhu, Ilya Zharkov, Luming Liang
The Efficiency Spectrum of Large Language Models: An Algorithmic Survey. CoRR (2023)
Quan Xiao, Qing Ling, Tianyi Chen
Lazy Queries Can Reduce Variance in Zeroth-Order Optimization. IEEE Trans. Signal Process. 71 (2023)
Tianyi Chen, Tianyu Ding, Badal Yadav, Ilya Zharkov, Luming Liang
LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery. CoRR (2023)
Tianyi Chen, Luming Liang, Tianyu Ding, Zhihui Zhu, Ilya Zharkov
OTOV2: Automatic, Generic, User-Friendly. CoRR (2023)
Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone
Learning with Limited Samples: Meta-Learning and Applications to Communication Systems. Found. Trends Signal Process. 17 (2) (2023)
Liang Zhang, Yue Zong, Tianyi Chen, Yafeng Ma, Shuo An, Lijun Zhang
A Peer Review Approach to Grading Projects in Computer Courses. FIE (2023)
Han Shen, Kaiqing Zhang, Mingyi Hong, Tianyi Chen
Towards Understanding Asynchronous Advantage Actor-Critic: Convergence and Linear Speedup. IEEE Trans. Signal Process. 71 (2023)
Tianyi Chen, Luming Liang, Tianyu Ding, Zhihui Zhu, Ilya Zharkov
OTOv2: Automatic, Generic, User-Friendly. ICLR (2023)
Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang
DREAM: Diffusion Rectification and Estimation-Adaptive Models. CoRR (2023)
Zhehua Zhong, Tianyi Chen, Zhen Wang
MAT: Mixed-Strategy Game of Adversarial Training in Fine-tuning. IJCAI (2023)
Quan Xiao, Han Shen, Wotao Yin, Tianyi Chen
Alternating Projected SGD for Equality-constrained Bilevel Optimization. AISTATS (2023)
Lisha Chen, Momin Abbas, Tianyi Chen
A Nested Ensemble Method to Bilevel Machine Learning. ICASSP (2023)
Atsushi Miyauchi, Tianyi Chen, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity. CoRR (2023)
Wenjie Lv, Zhen Wang, Yitao Zheng, Zhehua Zhong, Qi Xuan, Tianyi Chen
BufferSearch: Generating Black-Box Adversarial Texts With Lower Queries. CoRR (2023)
Lisha Chen, Heshan Fernando, Yiming Ying, Tianyi Chen
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. CoRR (2023)
Han Shen, Tianyi Chen
On Penalty-based Bilevel Gradient Descent Method. ICML (2023)
Tianyi Chen, Jun Gao, Hedui Chen, Yaofeng Tu
LOGER: A Learned Optimizer towards Generating Efficient and Robust Query Execution Plans. Proc. VLDB Endow. 16 (7) (2023)
Tianyi Chen, Luming Liang, Tianyu Ding, Ilya Zharkov
Towards Automatic Neural Architecture Search within General Super-Networks. CoRR (2023)
Kaustubh Badrike, Aniket S. Dalvi, Filip Mazurek, Marissa D'Onofrio, Jacob Whitlow, Tianyi Chen, Samuel Phiri, Leon Riesebos, Kenneth R. Brown, Frank Mueller
QisDAX: An Open Source Bridge from Qiskit to Trapped-Ion Quantum Devices. QCE (2023)
Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen
Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach. ICLR (2023)
Tianyi Chen, Changbao Yang, Liguo Han, Senmiao Guo
GF-2 Data for Lithological Classification Using Texture Features and PCA/ICA Methods in Jixi, Heilongjiang, China. Remote. Sens. 15 (19) (2023)
Duowei Li, Jianping Wu, Feng Zhu, Tianyi Chen, Yiik Diew Wong
Modeling adaptive platoon and reservation-based intersection control for connected and autonomous vehicles employing deep reinforcement learning. Comput. Aided Civ. Infrastructure Eng. 38 (10) (2023)
Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. NeurIPS (2023)
Aniket S. Dalvi, Jacob Whitlow, Marissa D'Onofrio, Leon Riesebos, Tianyi Chen, Samuel Phiri, Kenneth R. Brown, Jonathan M. Baker
One-Time Compilation of Device-Level Instructions for Quantum Subroutines. CoRR (2023)
Zhaoxian Wu, Tianyi Chen, Qing Ling
Byzantine-Resilient Decentralized Stochastic Optimization With Robust Aggregation Rules. IEEE Trans. Signal Process. 71 (2023)
Han Shen, Songtao Lu, Xiaodong Cui, Tianyi Chen
Distributed Offline Policy Optimization Over Batch Data. AISTATS (2023)
Liang Zhang, Tianyi Chen, Yue Zong, Lijun Zhang
Research to Practice of Blended Learning in Computer Programming Course. FIE (2023)
John David Maunder, Jiesi Zhang, Jianming Lu, Tianyi Chen, Zach Hindley, Eric Saczuk, Michal Aibin
AI-based General Visual Inspection of Aircrafts Based on YOLOv5. CCECE (2023)
Yihao Fu, Liquan Shen, Tianyi Chen
3D-Distortion Based Rate Distortion Optimization for Video-Based Point Cloud Compression. KSII Trans. Internet Inf. Syst. 17 (2) (2023)
Haidong Zhu, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Ram Nevatia, Luming Liang
CaesarNeRF: Calibrated Semantic Representation for Few-shot Generalizable Neural Rendering. CoRR (2023)
Fan Yang, Tianyi Chen, Xiaosheng He, Zhongang Cai, Lei Yang, Si Wu, Guosheng Lin
AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing. CoRR (2023)
Youbang Sun, Heshan Fernando, Tianyi Chen, Shahin Shahrampour
On the Stability Analysis of Open Federated Learning Systems. ACC (2023)
Quan Xiao, Songtao Lu, Tianyi Chen
A Generalized Alternating Method for Bilevel Learning under the Polyak-Łojasiewicz Condition. CoRR (2023)
Atsushi Miyauchi, Tianyi Chen, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity. KDD (2023)
Tianyi Chen, Youngser Park, Ali Saad-Eldin, Zachary Lubberts, Avanti Athreya, Benjamin D. Pedigo, Joshua T. Vogelstein, Francesca Puppo, Gabriel A. Silva, Alysson R. Muotri, Weiwei Yang, Christopher M. White, Carey E. Priebe
Discovering a change point and piecewise linear structure in a time series of organoid networks via the iso-mirror. Appl. Netw. Sci. 8 (1) (2023)
Han Shen, Tianyi Chen
On Penalty-based Bilevel Gradient Descent Method. CoRR (2023)
Runzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan
LinSATNet: The Positive Linear Satisfiability Neural Networks. ICML (2023)
Yunfei Zhang, Xiaoyang Huo, Tianyi Chen, Si Wu, Hau-San Wong
Exploring Intra-class Variation Factors with Learnable Cluster Prompts for Semi-supervised Image Synthesis. CVPR (2023)
Lisha Chen, Tianyi Chen
Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? AISTATS (2022)
Tianyi Chen, Yuejiao Sun, Quan Xiao, Wotao Yin
A Single-Timescale Method for Stochastic Bilevel Optimization. AISTATS (2022)
Siliang Zeng, Tianyi Chen, Alfredo Garcia, Mingyi Hong
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees. L4DC (2022)
Quan Xiao, Qing Ling, Tianyi Chen
Lazy Queries Can Reduce Variance in Zeroth-order Optimization. CoRR (2022)
Xiupeng Shi, Yiik Diew Wong, Chen Chai, Michael Zhi-Feng Li, Tianyi Chen, Zeng Zeng
Automatic Clustering for Unsupervised Risk Diagnosis of Vehicle Driving for Smart Road. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Tianyi Chen, Yu Liu, Xunjun Chen
Image-oriented ciphertext-policy attribute-based encryption system. CIS (2022)
Zirui Yan, Quan Xiao, Tianyi Chen, Ali Tajer
Federated Multi-Armed Bandit Via Uncoordinated Exploration. ICASSP (2022)
Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning. ICML (2022)
Bo Ji, Tianyi Chen
FSCNN: A Fast Sparse Convolution Neural Network Inference System. CoRR (2022)
Leon Riesebos, Brad Bondurant, Jacob Whitlow, Junki Kim, Mark Kuzyk, Tianyi Chen, Samuel Phiri, Ye Wang, Chao Fang, Andrew Van Horn, Jungsang Kim, Kenneth R. Brown
Modular software for real-time quantum control systems. QCE (2022)
Rowan S. M. Howell, Matthew A. Clarke, Ann-Kathrin Reuschl, Tianyi Chen, Sean Abbott-Imboden, Mervyn Singer, David M. Lowe, Clare L. Bennett, Benjamin Chain, Clare Jolly, Jasmin Fisher
Executable network of SARS-CoV-2-host interaction predicts drug combination treatments. npj Digit. Medicine 5 (2022)
Tianyu Ding, Luming Liang, Zhihui Zhu, Tianyi Chen, Ilya Zharkov
Sparsity-guided Network Design for Frame Interpolation. CoRR (2022)
Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning. CoRR (2022)
Tianyi Chen, Yunfei Zhang, Xiaoyang Huo, Si Wu, Yong Xu, Hau-San Wong
SphericGAN: Semi-supervised Hyper-spherical Generative Adversarial Networks for Fine-grained Image Synthesis. CVPR (2022)
Tao Sun, Han Shen, Tianyi Chen, Dongsheng Li
Adaptive Temporal Difference Learning With Linear Function Approximation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Tianyi Chen, Brian Matejek, Michael Mitzenmacher, Charalampos E. Tsourakakis
Algorithmic Tools for Understanding the Motif Structure of Networks. ECML/PKDD (2) (2022)
Tianyi Chen, Charalampos E. Tsourakakis
AntiBenford Subgraphs: Unsupervised Anomaly Detection in Financial Networks. CoRR (2022)
Jun Sun, Tianyi Chen, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang
Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (4) (2022)
Genshen Chu, Tianyi Chen, Dandan Chen, He Bai, Guannan Li, Shuai Ren, Yang Li
MISA-MD: A New Design of Molecular Dynamics Software for GPU Architecture. HPCC/DSS/SmartCity/DependSys (2022)
Lisha Chen, Songtao Lu, Tianyi Chen
Understanding Benign Overfitting in Nested Meta Learning. CoRR (2022)
Heshan Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen
Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach. CoRR (2022)
Liang Zhang, Tianyi Chen, Yafeng Ma, Jianwei Niu
An Online Learning Help Approach based on Q&A sites in Programming Course. TALE (2022)
Lisha Chen, Songtao Lu, Tianyi Chen
Understanding Benign Overfitting in Gradient-Based Meta Learning. NeurIPS (2022)
Weiyu Li, Zhaoxian Wu, Tianyi Chen, Liping Li, Qing Ling
Communication-Censored Distributed Stochastic Gradient Descent. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Tianyi Chen, Francesco Bonchi, David García-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis
Dense and well-connected subgraph detection in dual networks. SDM (2022)
Youbang Sun, Heshan Fernando, Tianyi Chen, Shahin Shahrampour
On the Stability Analysis of Open Federated Learning Systems. CoRR (2022)
Jinxiu Liang, Jingwen Wang, Yuhui Quan, Tianyi Chen, Jiaying Liu, Haibin Ling, Yong Xu
Recurrent Exposure Generation for Low-Light Face Detection. IEEE Trans. Multim. 24 (2022)
Han Shen, Tianyi Chen
A Single-timescale Analysis for Stochastic Approximation with Multiple Coupled Sequences. NeurIPS (2022)
Zhen Wang, Yitao Zheng, Hai Zhu, Chang Yang, Tianyi Chen
Transferable adversarial examples can efficiently fool topic models. Comput. Secur. 118 (2022)
Lisha Chen, Tianyi Chen
Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? CoRR (2022)
Tianyi Chen, Charalampos E. Tsourakakis
AntiBenford Subgraphs: Unsupervised Anomaly Detection in Financial Networks. KDD (2022)
Zhaoxian Wu, Tianyi Chen, Qing Ling
Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules. CoRR (2022)
Tianyi Chen, Xu Wang, Charalampos E. Tsourakakis
Polarizing Opinion Dynamics with Confirmation Bias. SocInfo (2022)
Quan Xiao, Han Shen, Wotao Yin, Tianyi Chen
Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel Optimization. CoRR (2022)
Xuanang Xu, Tianyi Chen, Han Deng, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, Pingkun Yan, James J. Xia
Federated Cross Learning for Medical Image Segmentation. CoRR (2022)
Tianyi Chen, Kaiqing Zhang, Georgios B. Giannakis, Tamer Basar
Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning. IEEE Trans. Control. Netw. Syst. 9 (2) (2022)
Duowei Li, Jianping Wu, Feng Zhu, Tianyi Chen, Yiik Diew Wong
COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning. CoRR (2022)
Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone
Learning with Limited Samples - Meta-Learning and Applications to Communication Systems. CoRR (2022)
Carey E. Priebe, Cencheng Shen, Ningyuan Huang, Tianyi Chen
A Simple Spectral Failure Mode for Graph Convolutional Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Leon Riesebos, Brad Bondurant, Jacob Whitlow, Junki Kim, Mark Kuzyk, Tianyi Chen, Samuel Phiri, Ye Wang, Chao Fang, Andrew Van Horn, Jungsang Kim, Kenneth R. Brown
Modular Software for Real-Time Quantum Control Systems. CoRR (2022)
Tianyi Chen, Yiik Diew Wong, Xiupeng Shi, Xueqin Wang
Optimized structure learning of Bayesian Network for investigating causation of vehicles' on-road crashes. Reliab. Eng. Syst. Saf. 224 (2022)
Duowei Li, Jianping Wu, Feng Zhu, Tianyi Chen, Yiik Diew Wong
Modeling Adaptive Platoon and Reservation Based Autonomous Intersection Control: A Deep Reinforcement Learning Approach. CoRR (2022)
Han Shen, Tianyi Chen
A Single-Timescale Analysis For Stochastic Approximation With Multiple Coupled Sequences. CoRR (2022)
Tianyi Chen, Si Wu, Xuhui Yang, Yong Xu, Hau-San Wong
Semantic Regularized Class-Conditional GANs for Semi-Supervised Fine-Grained Image Synthesis. IEEE Trans. Multim. 24 (2022)
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen
Spatial-Temporal Sequential Hypergraph Network for Crime Prediction. CoRR (2022)
Tianyi Chen, Shengrong Bu, Xue Liu, Jikun Kang, F. Richard Yu, Zhu Han
Peer-to-Peer Energy Trading and Energy Conversion in Interconnected Multi-Energy Microgrids Using Multi-Agent Deep Reinforcement Learning. IEEE Trans. Smart Grid 13 (1) (2022)
Jie Peng, Zhaoxian Wu, Qing Ling, Tianyi Chen
Byzantine-robust variance-reduced federated learning over distributed non-i.i.d. data. Inf. Sci. 616 (2022)
Liquan Ding, Xuesong Zhang, Tianyi Chen, Song Lin
Research on Collaborative Detection and Location Method of Infrared and Radar Aircraft Based on Federated Filter. ICMSSP (2021)
Tianyi Chen, Yuejiao Sun, Wotao Yin
Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization. IEEE Trans. Signal Process. 69 (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tianyi Chen