Tianqi Chen - RankMe

57 papers A* 7B 1C 1Journal 39Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DMCL-DDI: A dual-view molecular contrastive learning framework for drug-drug interaction prediction. Expert Syst. Appl. Shiwei Gao, Tianli Wang, Ruiping Hu, Tianqi Chen, Jing Liu
2026	J	`jnl`	Embeddings from language models are good learners for single-cell data analysis. Patterns Tianyu Liu, Tianqi Chen, Wangjie Zheng, Xiao Luo, Yiqun Chen, Hongyu Zhao
2026	J	`jnl`	Tighter bounds on non-clairvoyant parallel machine scheduling with prediction to minimize makespan. Inf. Process. Lett. Tianqi Chen, Zhiyi Tan
2025	J	`jnl`	2.5D Multi-View Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-Count PET Reconstruction With CT-Less Attenuation Correction. IEEE Trans. Medical Imaging Tianqi Chen, Jun Hou, Yinchi Zhou, Huidong Xie, Xiongchao Chen, Qiong Liu, Xueqi Guo, Menghua Xia, James S. Duncan, Chi Liu, Bo Zhou
2025	C	`conf`	ANNs-SaDE: A Machine-Learning-Based Design Automation Framework for Microwave Branch-Line Couplers. ISCAS Tianqi Chen, Wei Huang, Qiang Wu, Li Yang, Roberto Gómez-García, Xi Zhu
2025	J	`jnl`	AnyCXR: Human Anatomy Segmentation of Chest X-ray at Any Acquisition Position using Multi-stage Domain Randomized Synthetic Data with Imperfect Annotations and Conditional Joint Annotation Regularization Learning. CoRR Zifei Dong, Wenjie Wu, Jinkui Hao, Tianqi Chen, Ziqiao Weng, Bo Zhou
2025	J	`jnl`	Cancer-Myth: Evaluating AI Chatbot on Patient Questions with False Presuppositions. CoRR Wang Bill Zhu, Tianqi Chen, Ching Ying Lin, Jade Law, Mazen Jizzini, Jorge J. Nieva, Ruishan Liu, Robin Jia
2025	J	`jnl`	DLM-One: Diffusion Language Models for One-Step Sequence Generation. CoRR Tianqi Chen, Shujian Zhang, Mingyuan Zhou
2025	J	`jnl`	Fed-NDIF: A Noise-Embedded Federated Diffusion Model For Low-Count Whole-Body PET Denoising. CoRR Yinchi Zhou, Huidong Xie, Menghua Xia, Qiong Liu, Bo Zhou, Tianqi Chen, Jun Hou, Liang Guo, Xinyuan Zheng, Hanzhong Wang, Biao Li, Axel Rominger, Kuangyu Shi, Nicha C. Dvornek, Chi Liu
2025	J	`jnl`	Infrared UAV Target Tracking with Dynamic Feature Refinement and Global Contextual Attention Knowledge Distillation. CoRR Houzhang Fang, Chenxing Wu, Kun Bai, Tianqi Chen, Xiaolin Wang, Xiyang Liu, Yi Chang, Luxin Yan
2025	—	`conf`	New Objects, New Methods, and New Verifications-Bie-Modernist Cultural Computing on Contemporary South Korean Literary Works. HCI (36) Jiafeng Lin, Xirui Niu, Tianqi Chen, Zihan Yin, Zhaoyang Sui
2025	J	`jnl`	POUR-Net: A Population-Prior-Aided Over-Under-Representation Network for Low-Count PET Attenuation Map Generation. IEEE Trans. Medical Imaging Bo Zhou, Jun Hou, Tianqi Chen, Yinchi Zhou, Xiongchao Chen, Huidong Xie, Qiong Liu, Xueqi Guo, Menghua Xia, Yu-Jung Tsai, Vladimir Y. Panin, Takuya Toyonaga, James S. Duncan, Chi Liu
2025	—	`conf`	Q-Mamba: Towards more efficient Mamba models via post-training quantization. ACL (Findings) Tianqi Chen, Yuanteng Chen, Peisong Wang, Weixiang Xu, Zeyu Zhu, Jian Cheng
2025	—	`conf`	RQT: Hierarchical Residual Quantization for Multi-Model Compression. ACL (Findings) Tianqi Chen, Peisong Wang, Weixiang Xu, Zeyu Zhu, Jian Cheng
2025	A*	`conf`	Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models. ICLR Tianqi Chen, Shujian Zhang, Mingyuan Zhou
2025	J	`jnl`	Tighter Bounds on Non-clairvoyant Parallel Machine Scheduling with Prediction to Minimize Makespan. CoRR Tianqi Chen, Zhiyi Tan
2024	J	`jnl`	2.5D Multi-view Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-count PET Reconstruction with CT-less Attenuation Correction. CoRR Tianqi Chen, Jun Hou, Yinchi Zhou, Huidong Xie, Xiongchao Chen, Qiong Liu, Xueqi Guo, Menghua Xia, James S. Duncan, Chi Liu, Bo Zhou
2024	A*	`conf`	A Dense Reward View on Aligning Text-to-Image Diffusion with Preference. ICML Shentao Yang, Tianqi Chen, Mingyuan Zhou
2024	J	`jnl`	A Dense Reward View on Aligning Text-to-Image Diffusion with Preference. CoRR Shentao Yang, Tianqi Chen, Mingyuan Zhou
2024	J	`jnl`	Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation. CoRR Yinchi Zhou, Tianqi Chen, Jun Hou, Huidong Xie, Nicha C. Dvornek, S. Kevin Zhou, David L. Wilson, James S. Duncan, Chi Liu, Bo Zhou
2024	J	`jnl`	Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation. Medical Image Anal. Yinchi Zhou, Tianqi Chen, Jun Hou, Huidong Xie, Nicha C. Dvornek, S. Kevin Zhou, David L. Wilson, James S. Duncan, Chi Liu, Bo Zhou
2024	J	`jnl`	Efficient preparation of the AKLT State with Measurement-based Imaginary Time Evolution. Quantum Tianqi Chen, Tim Byrnes
2024	—	`conf`	PDM: A Plug-and-Play Perturbed Multi-path Diffusion Module for Simultaneous Medical Image Segmentation Improvement and Uncertainty Estimation. MLMI@MICCAI (1) Bo Zhou, Tianqi Chen, Jun Hou, Yinchi Zhou, Huidong Xie, Chi Liu, James S. Duncan
2024	J	`jnl`	POUR-Net: A Population-Prior-Aided Over-Under-Representation Network for Low-Count PET Attenuation Map Generation. CoRR 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
2024	J	`jnl`	Radar HRRP Feature Fusion Recognition Method Based on ConvLSTM Network with Multi-Input Gate Recurrent Unit. Remote. Sens. Wei Yang, Tianqi Chen, Shiwen Lei, Zhiqin Zhao, Haoquan Hu, Jun Hu
2024	J	`jnl`	Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models. CoRR Tianqi Chen, Shujian Zhang, Mingyuan Zhou
2024	J	`jnl`	TernaryLLM: Ternarized Large Language Model. CoRR Tianqi Chen, Zhe Li, Weixiang Xu, Zeyu Zhu, Dong Li, Lu Tian, Emad Barsoum, Peisong Wang, Jian Cheng
2023	A*	`conf`	Beta Diffusion. NeurIPS Mingyuan Zhou, Tianqi Chen, Zhendong Wang, Huangjie Zheng
2023	J	`jnl`	Beta Diffusion. CoRR Mingyuan Zhou, Tianqi Chen, Zhendong Wang, Huangjie Zheng
2023	J	`jnl`	Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts. CoRR Tianqi Chen, Yongfei Liu, Zhendong Wang, Jianbo Yuan, Quanzeng You, Hongxia Yang, Mingyuan Zhou
2023	A*	`conf`	Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling. ICML Tianqi Chen, Mingyuan Zhou
2023	J	`jnl`	Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling. CoRR Tianqi Chen, Mingyuan Zhou
2023	A*	`conf`	Towards Efficient and Accurate Winograd Convolution via Full Quantization. NeurIPS Tianqi Chen, Weixiang Xu, Weihan Chen, Peisong Wang, Jian Cheng
2022	J	`jnl`	ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense. IEEE Access Ren Wang, Tianqi Chen, Philip Yao, Sijia Liu, Indika Rajapakse, Alfred O. Hero III
2022	J	`jnl`	RAILS: A Robust Adversarial Immune-Inspired Learning System. IEEE Access Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Alnawaz Rehemtulla, Indika Rajapakse, Alfred O. Hero III
2022	J	`jnl`	SONAR: Joint Architecture and System Optimization Search. CoRR Elias Jääsaari, Michelle Ma, Ameet Talwalkar, Tianqi Chen
2022	J	`jnl`	Stack operation of tensor networks. CoRR Tianning Zhang, Lay Kee Ang, Tianqi Chen, Bo Yang, Erping Li
2021	J	`jnl`	ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense. CoRR Ren Wang, Tianqi Chen, Philip Yao, Sijia Liu, Indika Rajapakse, Alfred O. Hero III
2021	J	`jnl`	Deep Adversarially-Enhanced k-Nearest Neighbors. CoRR Ren Wang, Tianqi Chen
2021	J	`jnl`	Immuno-mimetic Deep Neural Networks (Immuno-Net). CoRR Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Indika Rajapakse, Alfred Olivier Hero
2021	J	`jnl`	RAILS: A Robust Adversarial Immune-inspired Learning System. CoRR Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Alnawaz Rehemtulla, Indika Rajapakse, Alfred O. Hero III
2021	—	`conf`	Robust Low-Rank Tensor Recovery From Quantized and Corrupted Measurements. ACSCC Ren Wang, Tianqi Chen, Zhe Xu, Pengzhi Gao
2020	J	`jnl`	3D-Printed Immunosensor Arrays for Cancer Diagnostics. Sensors Mohamed Sharafeldin, Karteek Kadimisetty, Ketki S. Bhalerao, Tianqi Chen, James F. Rusling
2020	J	`jnl`	Optimization Design of Self-Triggered Complex Detector for Space Range-Gated Imaging System. IEEE Access Yining Mu, Fanqi Tang, Makram Ibrahim, Yan Zhu, Wenxin Liu, Zhe Cao, Tianqi Chen
2020	J	`jnl`	RAILS: A Robust Adversarial Immune-inspired Learning System. CoRR Ren Wang, Tianqi Chen, Stephen Lindsly, Alnawaz Rehemtulla, Alfred O. Hero III, Indika Rajapakse
2020	—	`conf`	Resource Allocation in Drone-Assisted Emergency Communication Systems. INFOCOM Workshops Tianqi Chen, Jian He, Huiling Zhu, Lin Cai, Peng Yue, Jiangzhou Wang
2020	—	`conf`	Risk-Taking Propensity During a Prolonged Voyage at Sea: A Simulator Experiment Study. HCI (12) Xin Wang, Liang Zhang, Tuoyang Zhou, Zhen Liao, Zhanshuo Zhang, Ning Li, Qiang Yao, Jin Liang, Yang Yu, Zhiqiang Tian, Tianqi Chen
2020	J	`jnl`	Viewing Imaging Studies: How Patient Location and Imaging Site Affect Referring Physicians. J. Digit. Imaging Fatemeh Homayounieh, Ramandeep Singh, Tianqi Chen, Ellen J. Sugarman, Thomas J. Schultz, Subba R. Digumarthy, Keith J. Dreyer, Mannudeep K. Kalra
2016	A*	`conf`	Net2Net: Accelerating Learning via Knowledge Transfer. ICLR Tianqi Chen, Ian J. Goodfellow, Jonathon Shlens
2015	J	`jnl`	Empirical Evaluation of Rectified Activations in Convolutional Network. CoRR Bing Xu, Naiyan Wang, Tianqi Chen, Mu Li
2015	J	`jnl`	MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems. CoRR Tianqi Chen, Mu Li, Yutian Li, Min Lin, Naiyan Wang, Minjie Wang, Tianjun Xiao, Bing Xu, Chiyuan Zhang, Zheng Zhang
2014	—	`conf`	Higgs Boson Discovery with Boosted Trees. HEPML@NIPS Tianqi Chen, Tong He
2012	B	`conf`	Semi-Supervised Technical Term Tagging With Minimal User Feedback. LREC Behrang QasemiZadeh, Paul Buitelaar, Tianqi Chen, Georgeta Bordea
2011	J	`jnl`	Direction-of-Arrival Estimation Using a Sparse Representation of Array Covariance Vectors. IEEE Trans. Signal Process. Jihao Yin, Tianqi Chen
2010	A*	`conf`	Transfer learning for behavioral targeting. WWW Tianqi Chen, Jun Yan, Gui-Rong Xue, Zheng Chen
2008	J	`jnl`	Joint multiple parameters estimation for coherent chirp signals using vector sensor array. Sci. China Ser. F Inf. Sci. Zhong Wen, Liping Li, Tianqi Chen, Xixiang Zhang
1998	—	`conf`	Simultaneously estimating frequency and direction of coherent signal via an array triplet in motion. EUSIPCO Xin Su, Tianqi Chen