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2020 – today
- 2025
[j3]Yunlei Sun, Pengxiao Shi, Tiancheng Chen, Danning Qi, Ke Xu:
MFET: Multi-frequency enhancement transformer for single-image super-resolution. Image Vis. Comput. 163: 105751 (2025)- [j2]Yanxing Liu, Jiancheng Pan, Jianwei Yang, Tiancheng Chen, Peiling Zhou, Bingchen Zhang:
Diverse Instance Generation via Diffusion Models for Enhanced Few-Shot Object Detection in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [c6]Foteini Strati
, Zhendong Zhang, George Manos, Ixeia Sánchez Périz, Qinghao Hu, Tiancheng Chen, Berk Buzcu, Song Han, Pamela Delgado, Ana Klimovic:
Sailor: Automating Distributed Training over Dynamic, Heterogeneous, and Geo-distributed Clusters. SOSP 2025: 204-220 - [c5]Tiancheng Chen, Ales Kubicek, Langwen Huang, Torsten Hoefler:
CrossPipe: Towards Optimal Pipeline Schedules for Cross-Datacenter Training. USENIX ATC 2025: 1089-1108 - [d2]Foteini Strati, Zhendong Zhang, George Manos, Ixeia Sánchez Périz, Qinghao Hu, Tiancheng Chen, Berk Buzcu, Song Han, Pamela Delgado, Ana Klimovic:
Sailor: Automating Distributed Training over Dynamic, Heterogeneous, and Geo-distributed Clusters. Zenodo, 2025
- [i9]Foteini Strati, Zhendong Zhang, George Manos, Ixeia Sánchez Périz, Qinghao Hu, Tiancheng Chen, Berk Buzcu, Song Han, Pamela Delgado, Ana Klimovic:
Sailor: Automating Distributed Training over Dynamic, Heterogeneous, and Geo-distributed Clusters. CoRR abs/2504.17096 (2025) - [i8]Mikhail Khalilov, Siyuan Shen, Marcin Chrapek, Tiancheng Chen, Kenji Nakano, Peter-Jan Gootzen, Salvatore Di Girolamo, Rami Nudelman, Gil Bloch, Sreevatsa Anantharamu, Mahmoud Elhaddad, Jithin Jose, Abdul Kabbani, Scott Moe, Konstantin Taranov, Zhuolong Yu, Jie Zhang, Nicola Mazzoletti, Torsten Hoefler:
SDR-RDMA: Software-Defined Reliability Architecture for Planetary Scale RDMA Communication. CoRR abs/2505.05366 (2025) - [i7]Siyuan Shen, Tommaso Bonato, Zhiyi Hu, Pasquale Jordan, Tiancheng Chen, Torsten Hoefler:
ATLAHS: An Application-centric Network Simulator Toolchain for AI, HPC, and Distributed Storage. CoRR abs/2505.08936 (2025) - [i6]Tiancheng Chen, Ales Kubicek, Langwen Huang, Torsten Hoefler:
CrossPipe: Towards Optimal Pipeline Schedules for Cross-Datacenter Training. CoRR abs/2507.00217 (2025) - [i5]Yinxiao Feng, Tiancheng Chen, Yuchen Wei, Siyuan Shen, Shiju Wang, Wei Li, Kaisheng Ma, Torsten Hoefler:
RailX: A Flexible, Scalable, and Low-Cost Network Architecture for Hyper-Scale LLM Training Systems. CoRR abs/2507.18889 (2025) - [i4]Chang Chen, Tiancheng Chen, Jiangfei Duan, Qianchao Zhu, Zerui Wang, Qinghao Hu, Peng Sun, Xiuhong Li, Chao Yang, Torsten Hoefler:
Zeppelin: Balancing Variable-length Workloads in Data Parallel Large Model Training. CoRR abs/2509.21841 (2025) - [i3]Tommaso Bonato, Sepehr Abdous, Abdul Kabbani, Ahmad Ghalayini, Nadeen Gebara, Terry Lam, Anup Agarwal, Tiancheng Chen, Zhuolong Yu, Konstantin Taranov, Mahmoud Elhaddad, Daniele De Sensi, Soudeh Ghorbani, Torsten Hoefler:
Uno: A One-Stop Solution for Inter- and Intra-Datacenter Congestion Control and Reliable Connectivity. CoRR abs/2510.15802 (2025) - 2024
- [j1]Yiwei Zhang, Siqi Ma, Tiancheng Chen, Juanru Li, Robert H. Deng, Elisa Bertino:
EvilScreen Attack: Smart TV Hijacking via Multi-Channel Remote Control Mimicry. IEEE Trans. Dependable Secur. Comput. 21(4): 1544-1556 (2024) - 2023
- [c4]Tiancheng Chen, Yang Meng, Guoru Zhou, Zhe Zhang, Bingchen Zhang, Yirong Wu:
An Improved Imaging Method for Highly-Squinted SAR Based on Hyper-Optimized Admm. IGARSS 2023: 4548-4551 - [c3]Maciej Besta, Pawel Renc, Robert Gerstenberger, Paolo Sylos Labini, Alexandros Nikolaos Ziogas, Tiancheng Chen, Lukas Gianinazzi, Florian Scheidl, Kalman Szenes, Armon Carigiet, Patrick Iff, Grzegorz Kwasniewski, Raghavendra Kanakagiri, Chio Ge, Sammy Jaeger, Jaroslaw Was, Flavio Vella, Torsten Hoefler:
High-Performance and Programmable Attentional Graph Neural Networks with Global Tensor Formulations. SC 2023: 66:1-66:16 - [d1]Maciej Besta, Pawel Renc, Robert Gerstenberger, Paolo Sylos Labini, Alexandros Nikolaos Ziogas, Tiancheng Chen, Lukas Gianinazzi, Florian Scheidl, Kalman Szenes, Armon Carigiet, Patrick Iff, Grzegorz Kwasniewski, Raghavendra Kanakagiri, Chio Ge, Sammy Jaeger, Jaroslaw Was, Flavio Vella, Torsten Hoefler:
GNN Scaling 0.1 Software Artifact. Zenodo, 2023 - 2022
- [c2]Maciej Besta, Patrick Iff, Florian Scheidl, Kazuki Osawa, Nikoli Dryden, Michal Podstawski, Tiancheng Chen, Torsten Hoefler:
Neural Graph Databases. LoG 2022: 31 - [i2]Maciej Besta, Patrick Iff, Florian Scheidl, Kazuki Osawa, Nikoli Dryden, Michal Podstawski, Tiancheng Chen, Torsten Hoefler:
Neural Graph Databases. CoRR abs/2209.09732 (2022) - [i1]Yiwei Zhang, Siqi Ma, Tiancheng Chen, Juanru Li, Robert H. Deng, Elisa Bertino:
EvilScreen Attack: Smart TV Hijacking via Multi-channel Remote Control Mimicry. CoRR abs/2210.03014 (2022)
2010 – 2019
- 2019
- [c1]Jianqiang Wang, Siqi Ma, Yuanyuan Zhang, Juanru Li, Zheyu Ma, Long Mai, Tiancheng Chen, Dawu Gu:
NLP-EYE: Detecting Memory Corruptions via Semantic-Aware Memory Operation Function Identification. RAID 2019: 309-321
Coauthor Index
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