| 2026 | AAAI | Learning Latent Imaging Biomarkers for Interpretable Microvascular Invasion Prediction in Hepatocellular Carcinoma. | Ji Rao, Xinyu Liu, Yong Yi, Ying Xiao, Ye Luo |
| 2026 | ACL | EET: Experience-Driven Early Termination for Cost-Efficient Software Engineering Agents. | Yaoqi Guo, Ying Xiao, Jie M. Zhang, Mark Harman, Yiling Lou, Yang Liu, Zhenpeng Chen |
| 2025 | WCNC | Two-Stage 3D Beam Training for Wideband THz MIMO with Frequency-Dependent Beamforming. | Jiacheng Yu, Jie Ren, Ying Xiao, Ting Jiang, Ailing Xiao |
| 2024 | ICRA | Design and Visual Servoing Control of a Hybrid Dual-Segment Flexible Neurosurgical Robot for Intraventricular Biopsy. | Jian Chen, Mingcong Chen, Qingxiang Zhao, Shuai Wang, Yihe Wang, Ying Xiao, Jian Hu, Danny Tat Ming Chan, Kam Tong Leo Yeung, David Yuen Chung Chan, Hongbin Liu |
| 2023 | ICSE | A Comprehensive Study of Real-World Bugs in Machine Learning Model Optimization. | Hao Guan, Ying Xiao, Jiaying Li, Yepang Liu, Guangdong Bai |
| 2023 | PAKDD | bfkNN-Embed: Locally Smoothed Embedding Mixtures for Multi-interest Candidate Retrieval. | Ahmed El-Kishky, Thomas Markovich, Kenny Leung, Frank Portman, Aria Haghighi, Ying Xiao |
| 2022 | KDD | Graph-based Representation Learning for Web-scale Recommender Systems. | Ahmed El-Kishky, Michael M. Bronstein, Ying Xiao, Aria Haghighi |
| 2022 | KDD | TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation. | Ahmed El-Kishky, Thomas Markovich, Serim Park, Chetan Verma, Baekjin Kim, Ramy Eskander, Yury Malkov, Frank Portman, Sofa Samaniego, Ying Xiao, Aria Haghighi |
| 2019 | ICCV | Towards Unconstrained End-to-End Text Spotting. | Siyang Qin, Alessandro Bissacco, Michalis Raptis, Yasuhisa Fujii, Ying Xiao |
| 2019 | ICML | An Investigation into Neural Net Optimization via Hessian Eigenvalue Density. | Behrooz Ghorbani, Shankar Krishnan, Ying Xiao |
| 2019 | MICCAI | Adaptive Sparsity Regularization Based Collaborative Clustering for Cancer Prognosis. | Hangfan Liu, Hongming Li, Yuemeng Li, Shi Yin, Pamela Boimel, James Janopaul-Naylor, Haoyu Zhong, Ying Xiao, Edgar Ben-Josef, Yong Fan |
| 2018 | DaWaK | E-Commerce Product Recommendation Using Historical Purchases and Clickstream Data. | Ying Xiao, Christie I. Ezeife |
| 2018 | ICLR | Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks. | Shankar Krishnan, Ying Xiao, Rif A. Saurous |
| 2018 | ICML | Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron. | R. J. Skerry-Ryan, Eric Battenberg, Ying Xiao, Yuxuan Wang, Daisy Stanton, Joel Shor, Ron J. Weiss, Rob Clark, Rif A. Saurous |
| 2018 | ICML | Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis. | Yuxuan Wang, Daisy Stanton, Yu Zhang, R. J. Skerry-Ryan, Eric Battenberg, Joel Shor, Ying Xiao, Ye Jia, Fei Ren, Rif A. Saurous |
| 2017 | Interspeech | Tacotron: Towards End-to-End Speech Synthesis. | Yuxuan Wang, R. J. Skerry-Ryan, Daisy Stanton, Yonghui Wu, Ron J. Weiss, Navdeep Jaitly, Zongheng Yang, Ying Xiao, Zhifeng Chen, Samy Bengio, Quoc V. Le, Yannis Agiomyrgiannakis, Rob Clark, Rif A. Saurous |
| 2015 | COLT | Max vs Min: Tensor Decomposition and ICA with nearly Linear Sample Complexity. | Santosh S. Vempala, Ying Xiao |
| 2014 | ICML | Compact Random Feature Maps. | Raffay Hamid, Ying Xiao, Alex Gittens, Dennis DeCoste |
| 2014 | STOC | Fourier PCA and robust tensor decomposition. | Navin Goyal, Santosh S. Vempala, Ying Xiao |
| 2013 | ACSSC | Complexity of learning subspace juntas and ICA. | Santosh S. Vempala, Ying Xiao |
| 2013 | STOC | Statistical algorithms and a lower bound for detecting planted cliques. | Vitaly Feldman, Elena Grigorescu, Lev Reyzin, Santosh S. Vempala, Ying Xiao |
| 2009 | ICNC | Blind Equalization Based on Neural Network under LS Criterion by Gradient Iteration Algorithm. | Ying Xiao, Yu-Hua Dong |
| 2006 | COCOON | The | Ying Xiao, Christoforos N. Hadjicostis, Krishnaiyan Thulasiraman |
| 2005 | ISAAC | GEN-LARAC: A Generalized Approach to the Constrained Shortest Path Problem Under Multiple Additive Constraints. | Ying Xiao, Krishnaiyan Thulasiraman, Guoliang Xue |
| 2005 | ISCAS | Advances in QoS path(s) selection problem. | Krishnaiyan Thulasiraman, Ying Xiao, Guoliang Xue |
| 2004 | Qshine | The Primal Simplex Approach to the QoS Routing Problem. | Ying Xiao, Krishnaiyan Thulasiraman, Guoliang Xue |
| 2004 | Qshine | Approximation and Heuristic Algorithms for Delay Constrained Path Selection under Inaccurate State Information. | Ying Xiao, Krishnaiyan Thulasiraman, Guoliang Xue |
| 2004 | SMC | Research of Web services workflow and its key technology based on XPDL. | Ying Xiao, Deren Chen, Min Chen |
| 2003 | GECCO | A Possible Mechanism of Repressing Cheating Mutants in Myxobacteria. | Ying Xiao, Winfried Just |