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Tianqi Chen
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Other persons with the same name
- Tianqi Chen 0001 — Carnegie Mellon University, USA (and 1 more)
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2020 – today
- 2024
- [j8]Yinchi Zhou, Tianqi Chen, Jun Hou, Huidong Xie, Nicha C. Dvornek, S. Kevin Zhou, David L. Wilson, James S. Duncan, Chi Liu, Bo Zhou:
Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation. Medical Image Anal. 98: 103300 (2024) - [c13]Shentao Yang, Tianqi Chen, Mingyuan Zhou:
A Dense Reward View on Aligning Text-to-Image Diffusion with Preference. ICML 2024 - [c12]Bo Zhou, Tianqi Chen, Jun Hou, Yinchi Zhou, Huidong Xie, Chi Liu, James S. Duncan:
PDM: A Plug-and-Play Perturbed Multi-path Diffusion Module for Simultaneous Medical Image Segmentation Improvement and Uncertainty Estimation. MLMI@MICCAI (1) 2024: 259-268 - [i19]Bo Zhou, Jun Hou, Tianqi Chen, Yinchi Zhou, Xiongchao Chen, Huidong Xie, Qiong Liu, Xueqi Guo, Yu-Jung Tsai, Vladimir Y. Panin, Takuya Toyonaga, James S. Duncan, Chi Liu:
POUR-Net: A Population-Prior-Aided Over-Under-Representation Network for Low-Count PET Attenuation Map Generation. CoRR abs/2401.14285 (2024) - [i18]Shentao Yang, Tianqi Chen, Mingyuan Zhou:
A Dense Reward View on Aligning Text-to-Image Diffusion with Preference. CoRR abs/2402.08265 (2024) - [i17]Yinchi Zhou, Tianqi Chen, Jun Hou, Huidong Xie, Nicha C. Dvornek, S. Kevin Zhou, David L. Wilson, James S. Duncan, Chi Liu, Bo Zhou:
Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation. CoRR abs/2405.12223 (2024) - [i16]Tianqi Chen, Zhe Li, Weixiang Xu, Zeyu Zhu, Dong Li, Lu Tian, Emad Barsoum, Peisong Wang, Jian Cheng:
TernaryLLM: Ternarized Large Language Model. CoRR abs/2406.07177 (2024) - [i15]Tianqi Chen, Jun Hou, Yinchi Zhou, Huidong Xie, Xiongchao Chen, Qiong Liu, Xueqi Guo, Menghua Xia, James S. Duncan, Chi Liu, Bo Zhou:
2.5D Multi-view Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-count PET Reconstruction with CT-less Attenuation Correction. CoRR abs/2406.08374 (2024) - [i14]Tianqi Chen, Shujian Zhang, Mingyuan Zhou:
Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models. CoRR abs/2409.11219 (2024) - 2023
- [c11]Tianqi Chen, Mingyuan Zhou:
Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling. ICML 2023: 5367-5382 - [c10]Tianqi Chen, Weixiang Xu, Weihan Chen, Peisong Wang, Jian Cheng:
Towards Efficient and Accurate Winograd Convolution via Full Quantization. NeurIPS 2023 - [c9]Mingyuan Zhou, Tianqi Chen, Zhendong Wang, Huangjie Zheng:
Beta Diffusion. NeurIPS 2023 - [i13]Tianqi Chen, Mingyuan Zhou:
Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling. CoRR abs/2305.18375 (2023) - [i12]Mingyuan Zhou, Tianqi Chen, Zhendong Wang, Huangjie Zheng:
Beta Diffusion. CoRR abs/2309.07867 (2023) - [i11]Deqing Fu, Tian-Qi Chen, Robin Jia, Vatsal Sharan:
Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Models. CoRR abs/2310.17086 (2023) - [i10]Tianqi Chen, Yongfei Liu, Zhendong Wang, Jianbo Yuan, Quanzeng You, Hongxia Yang, Mingyuan Zhou:
Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts. CoRR abs/2312.01408 (2023) - 2022
- [j7]Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Alnawaz Rehemtulla, Indika Rajapakse, Alfred O. Hero III:
RAILS: A Robust Adversarial Immune-Inspired Learning System. IEEE Access 10: 22061-22078 (2022) - [j6]Ren Wang, Tianqi Chen, Philip Yao, Sijia Liu, Indika Rajapakse, Alfred O. Hero III:
ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense. IEEE Access 10: 103074-103088 (2022) - [i9]Tianning Zhang, Lay Kee Ang, Tianqi Chen, Bo Yang, Erping Li:
Stack operation of tensor networks. CoRR abs/2203.16338 (2022) - [i8]Elias Jääsaari, Michelle Ma, Ameet Talwalkar, Tianqi Chen:
SONAR: Joint Architecture and System Optimization Search. CoRR abs/2208.12218 (2022) - 2021
- [c8]Ren Wang, Tianqi Chen, Zhe Xu, Pengzhi Gao:
Robust Low-Rank Tensor Recovery From Quantized and Corrupted Measurements. ACSCC 2021: 1656-1660 - [i7]Ren Wang, Tianqi Chen, Philip Yao, Sijia Liu, Indika Rajapakse, Alfred O. Hero III:
ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense. CoRR abs/2106.14300 (2021) - [i6]Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Alnawaz Rehemtulla, Indika Rajapakse, Alfred O. Hero III:
RAILS: A Robust Adversarial Immune-inspired Learning System. CoRR abs/2107.02840 (2021) - [i5]Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Indika Rajapakse, Alfred Olivier Hero:
Immuno-mimetic Deep Neural Networks (Immuno-Net). CoRR abs/2107.02842 (2021) - [i4]Ren Wang, Tianqi Chen:
Deep Adversarially-Enhanced k-Nearest Neighbors. CoRR abs/2108.06797 (2021) - 2020
- [j5]Yining Mu, Fanqi Tang, Makram Ibrahim, Yan Zhu, Wenxin Liu, Zhe Cao, Tianqi Chen:
Optimization Design of Self-Triggered Complex Detector for Space Range-Gated Imaging System. IEEE Access 8: 202555-202562 (2020) - [j4]Fatemeh Homayounieh, Ramandeep Singh, Tianqi Chen, Ellen J. Sugarman, Thomas J. Schultz, Subba R. Digumarthy, Keith J. Dreyer, Mannudeep K. Kalra:
Viewing Imaging Studies: How Patient Location and Imaging Site Affect Referring Physicians. J. Digit. Imaging 33(2): 334-340 (2020) - [j3]Mohamed Sharafeldin, Karteek Kadimisetty, Ketki S. Bhalerao, Tianqi Chen, James F. Rusling:
3D-Printed Immunosensor Arrays for Cancer Diagnostics. Sensors 20(16): 4514 (2020) - [c7]Xin Wang, Liang Zhang, Tuoyang Zhou, Zhen Liao, Zhanshuo Zhang, Ning Li, Qiang Yao, Jin Liang, Yang Yu, Zhiqiang Tian, Tianqi Chen:
Risk-Taking Propensity During a Prolonged Voyage at Sea: A Simulator Experiment Study. HCI (12) 2020: 519-529 - [c6]Tianqi Chen, Jian He, Huiling Zhu, Lin Cai, Peng Yue, Jiangzhou Wang:
Resource Allocation in Drone-Assisted Emergency Communication Systems. INFOCOM Workshops 2020: 132-137 - [i3]Ren Wang, Tianqi Chen, Stephen Lindsly, Alnawaz Rehemtulla, Alfred O. Hero III, Indika Rajapakse:
RAILS: A Robust Adversarial Immune-inspired Learning System. CoRR abs/2012.10485 (2020)
2010 – 2019
- 2016
- [c5]Tianqi Chen, Ian J. Goodfellow, Jonathon Shlens:
Net2Net: Accelerating Learning via Knowledge Transfer. ICLR 2016 - 2015
- [i2]Bing Xu, Naiyan Wang, Tianqi Chen, Mu Li:
Empirical Evaluation of Rectified Activations in Convolutional Network. CoRR abs/1505.00853 (2015) - [i1]Tianqi Chen, Mu Li, Yutian Li, Min Lin, Naiyan Wang, Minjie Wang, Tianjun Xiao, Bing Xu, Chiyuan Zhang, Zheng Zhang:
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems. CoRR abs/1512.01274 (2015) - 2014
- [c4]Tianqi Chen, Tong He:
Higgs Boson Discovery with Boosted Trees. HEPML@NIPS 2014: 69-80 - 2012
- [c3]Behrang QasemiZadeh, Paul Buitelaar, Tianqi Chen, Georgeta Bordea:
Semi-Supervised Technical Term Tagging With Minimal User Feedback. LREC 2012: 617-621 - 2011
- [j2]Jihao Yin, Tianqi Chen:
Direction-of-Arrival Estimation Using a Sparse Representation of Array Covariance Vectors. IEEE Trans. Signal Process. 59(9): 4489-4493 (2011) - 2010
- [c2]Tianqi Chen, Jun Yan, Gui-Rong Xue, Zheng Chen:
Transfer learning for behavioral targeting. WWW 2010: 1077-1078
2000 – 2009
- 2008
- [j1]Zhong Wen, Liping Li, Tianqi Chen, Xixiang Zhang:
Joint multiple parameters estimation for coherent chirp signals using vector sensor array. Sci. China Ser. F Inf. Sci. 51(1): 93-100 (2008)
1990 – 1999
- 1998
- [c1]Xin Su, Tianqi Chen:
Simultaneously estimating frequency and direction of coherent signal via an array triplet in motion. EUSIPCO 1998: 1-4
Coauthor Index
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