| 2025 | CVPR | MoGe: Unlocking Accurate Monocular Geometry Estimation for Open-Domain Images with Optimal Training Supervision. | Ruicheng Wang, Sicheng Xu, Cassie Dai, Jianfeng Xiang, Yu Deng, Xin Tong, Jiaolong Yang |
| 2025 | CVPR | Structured 3D Latents for Scalable and Versatile 3D Generation. | Jianfeng Xiang, Zelong Lv, Sicheng Xu, Yu Deng, Ruicheng Wang, Bowen Zhang, Dong Chen, Xin Tong, Jiaolong Yang |
| 2025 | ICML | ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks. | Saurabh Jha, Rohan R. Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya, Mudit Verma, Harshit Kumar, Hirokuni Kitahara, Noah Zheutlin, Saki Takano, Divya Pathak, Felix George, Xinbo Wu, Bekir O. Turkkan, Gerard Vanloo, Michael Nidd, Ting Dai, Oishik Chatterjee, Pranjal Gupta, Suranjana Samanta, Pooja Aggarwal, Rong Lee, Jae-wook Ahn, Debanjana Kar, Amit M. Paradkar, Yu Deng, Pratibha Moogi, Prateeti Mohapatra, Naoki Abe, Chandrasekhar Narayanaswami, Tianyin Xu, Lav R. Varshney, Ruchi Mahindru, Anca Sailer, Laura Shwartz, Daby Sow, Nicholas C. Fuller, Ruchir Puri |
| 2024 | AAAI | Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains. | Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han |
| 2024 | AAAI | Optimizing IT FinOps and Sustainability through Unsupervised Workload Characterization. | Xi Yang, Rohan R. Arora, Saurabh Jha, Chandra Narayanaswami, Cheuk Lam, Jerrold Leichter, Yu Deng, Daby M. Sow |
| 2024 | CVPR | Portrait4D: Learning One-Shot 4D Head Avatar Synthesis using Synthetic Data. | Yu Deng, Duomin Wang, Xiaohang Ren, Xingyu Chen, Baoyuan Wang |
| 2024 | ECCV | Portrait4D-V2: Pseudo Multi-view Data Creates Better 4D Head Synthesizer. | Yu Deng, Duomin Wang, Baoyuan Wang |
| 2024 | ECCV | Disentangling Planning, Driving and Rendering for Photorealistic Avatar Agents. | Duomin Wang, Bin Dai, Yu Deng, Baoyuan Wang |
| 2024 | ICA3PP | BDFC:A New Flow Control Mechanism for Torus Networks. | Haofei Zhang, Youmeng Li, Yu Deng, Qi Fang |
| 2024 | MICCAI | Adaptive Bi-ventricle Surface Reconstruction from Cardiovascular Imaging. | Yu Deng, Yiyang Xu, Linglong Qian, Anastasia Nasopoulou, Steven Williams, Michelle C. Williams, Steven A. Niederer, Kuberan Pushparajah, Alistair A. Young |
| 2023 | CogSci | The categorization mechanism in queer linguistics: A study on discourses of Chinese LGB youth. | Xiaoyu Chen, Yu Deng |
| 2023 | CVPR | Learning Detailed Radiance Manifolds for High-Fidelity and 3D-Consistent Portrait Synthesis from Monocular Image. | Yu Deng, Baoyuan Wang, Heung-Yeung Shum |
| 2023 | CVPR | Progressive Disentangled Representation Learning for Fine-Grained Controllable Talking Head Synthesis. | Duomin Wang, Yu Deng, Zixin Yin, Heung-Yeung Shum, Baoyuan Wang |
| 2023 | ICCV | Mimic3D: Thriving 3D-Aware GANs via 3D-to-2D Imitation. | Xingyu Chen, Yu Deng, Baoyuan Wang |
| 2023 | ICCV | GRAM-HD: 3D-Consistent Image Generation at High Resolution with Generative Radiance Manifolds. | Jianfeng Xiang, Jiaolong Yang, Yu Deng, Xin Tong |
| 2023 | ICDM | Exploring Large Language Models for Low-Resource IT Information Extraction. | Bhavya, Paulina Toro Isaza, Yu Deng, Michael Nidd, Amar Prakash Azad, Larisa Shwartz, ChengXiang Zhai |
| 2023 | MICCAI | ModusGraph: Automated 3D and 4D Mesh Model Reconstruction from Cine CMR with Improved Accuracy and Efficiency. | Yu Deng, Hao Xu, Sashya Rodrigo, Steven E. Williams, Michelle C. Williams, Steven A. Niederer, Kuberan Pushparajah, Alistair A. Young |
| 2022 | CVPR | GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation. | Yu Deng, Jiaolong Yang, Jianfeng Xiang, Xin Tong |
| 2022 | IGARSS | Variation of Pointing Vector Direction for Moon-Based Observations. | Yu Deng, Huadong Guo, Guang Liu, Hanlin Ye, Jing Huang, Runbo Dong |
| 2022 | MMSP | Stray light analysis of Moon-based visible and near-infrared system. | Yu Deng, Huadong Guo, Guang Liu, Hanlin Ye, Jing Huang |
| 2021 | AMIA | Evolving Challenges in Patient Matching. | Abel N. Kho, Shaun J. Grannis, Adam Culbertson, Molly Murray, Yu Deng |
| 2021 | CogSci | Embodied Metaphor in Communication about Experiences of COVID-19 Pandemic. | Yu Deng, Jixue Yang, Wan Wan |
| 2021 | CVPR | Deformed Implicit Field: Modeling 3D Shapes With Learned Dense Correspondence. | Yu Deng, Jiaolong Yang, Xin Tong |
| 2021 | IGARSS | Comparisons of Observational Angles Between Moon-Based Platform and Artificial Satellites. | Yu Deng, Huadong Guo, Guang Liu, Hanlin Ye, Jing Huang, Runbo Dong |
| 2021 | NAACL | Technical Question Answering across Tasks and Domains. | Wenhao Yu, Lingfei Wu, Yu Deng, Qingkai Zeng, Ruchi Mahindru, Sinem Gven, Meng Jiang |
| 2020 | ACL | Crossing Variational Autoencoders for Answer Retrieval. | Wenhao Yu, Lingfei Wu, Qingkai Zeng, Shu Tao, Yu Deng, Meng Jiang |
| 2020 | AMIA | Unsupervised learning for systemic lupus erythematosus subtype identification: electronic health record vs registry data. | Yu Deng, Anika S. Ghosh, Anh H. Chung, Yacob Tedla, Abel N. Kho, Rosalind Ramsey-Goldman, Yuan Luo, Theresa L. Walunas |
| 2020 | CogSci | To Move or not to Move: An ERP Study on the Processing of Literal and Fictive Motion Constructions. | Yu Deng |
| 2020 | CVPR | Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning. | Yu Deng, Jiaolong Yang, Dong Chen, Fang Wen, Xin Tong |
| 2020 | CVPR | Deep 3D Portrait From a Single Image. | Sicheng Xu, Jiaolong Yang, Dong Chen, Fang Wen, Yu Deng, Yunde Jia, Xin Tong |
| 2020 | EMNLP | A Technical Question Answering System with Transfer Learning. | Wenhao Yu, Lingfei Wu, Yu Deng, Ruchi Mahindru, Qingkai Zeng, Sinem Gven, Meng Jiang |
| 2019 | AAAI | Validation of Growing Knowledge Graphs by Abductive Text Evidences. | Jianfeng Du, Jeff Z. Pan, Sylvia Wang, Kunxun Qi, Yuming Shen, Yu Deng |
| 2019 | AMIA | Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study. | Prakash Adekkanattu, Guoqian Jiang, Yuan Luo, Paul R. Kingsbury, Zhenxing Xu, Luke V. Rasmussen, Jennifer A. Pacheco, Richard C. Kiefer, Daniel J. Stone, Pascal S. Brandt, Liang Yao, Yizhen Zhong, Yu Deng, Fei Wang, Jessica S. Ancker, Thomas R. Campion Jr., Jyotishman Pathak |
| 2019 | CVPR | Accurate 3D Face Reconstruction With Weakly-Supervised Learning: From Single Image to Image Set. | Yu Deng, Jiaolong Yang, Sicheng Xu, Dong Chen, Yunde Jia, Xin Tong |
| 2018 | CogSci | How to Open the "Window of Attention" in Serial Verb Constructions. | Yu Deng |
| 2018 | ICSOC | Domain Knowledge Driven Key Term Extraction for IT Services. | Prateeti Mohapatra, Yu Deng, Abhirut Gupta, Gargi Dasgupta, Amit M. Paradkar, Ruchi Mahindru, Daniela Rosu, Shu Tao, Pooja Aggarwal |
| 2018 | ICSOC | Fast Nearest-Neighbor Classification Using RNN in Domains with Large Number of Classes. | Gautam Singh, Gargi Dasgupta, Yu Deng |
| 2018 | ISPA | A Parallel Algorithm for Instruction Dependence Graph Analysis Based on Multithreading. | Lei Wang, Yu Deng, Rui Gong, Wei Shi, Zhenyu Zhao, Qiang Dou |
| 2018 | NPC | Systolic Array Based Accelerator and Algorithm Mapping for Deep Learning Algorithms. | Zhijie Yang, Lei Wang, Dong Ding, Xiangyu Zhang, Yu Deng, Shiming Li, Qiang Dou |
| 2017 | AMIA | Use of Clinical Phenotypes and Non-negative Tensor Factorization for Heart Failure Prediction. | Yu Deng, Al'ona Furmanchuk, Robert Chen, Faraz S. Ahmad, Jimeng Sun, Abel N. Kho |
| 2017 | ISPA | Laius: An 8-Bit Fixed-Point CNN Hardware Inference Engine. | Zhisheng Li, Lei Wang, Shasha Guo, Yu Deng, Qiang Dou, Haifang Zhou, Wenyuan Lu |
| 2016 | CogSci | Lexicalization Typology of Realization Events in Mandarin Chinese. | Yu Deng, Fuyin Li |
| 2016 | GPC | The Macro-DSE for HPC Processing Unit: The Physical Constraints Perspective. | Yuxing Tang, Lei Wang, Yu Deng, Xiaoqiang Ni, Qiang Dou |
| 2016 | ICSOC | Towards More Effective Solution Retrieval in IT Support Services Using Systems Log. | Rongda Zhu, Yu Deng, Soumitra Sarkar, Kaoutar El Maghraoui, Harigovind V. Ramasamy, Alan Bivens |
| 2013 | ICSOC | The 1st International Workshop on Analytics Services on the Cloud (ASC 2012). | Yu Deng, Liangzhao Zeng |
| 2011 | APWEB | Modeling and Querying Probabilistic RDFS Data Sets with Correlated Triples. | Chi-Cheong Szeto, Edward Hung, Yu Deng |
| 2010 | ICSOC | An Ontology Based Approach for Cloud Services Catalog Management. | Yu Deng, Michael R. Head, Andrzej Kochut, Jonathan P. Munson, Anca Sailer, Hidayatullah Shaikh |
| 2009 | CIKM | Characteristics of document similarity measures for compliance analysis. | Asad B. Sayeed, Soumitra Sarkar, Yu Deng, Rafah Hosn, Ruchi Mahindru, Nithya Rajamani |
| 2009 | PPoPP | Comparability graph coloring for optimizing utilization of stream register files in stream processors. | Xuejun Yang, Li Wang, Jingling Xue, Yu Deng, Ying Zhang |
| 2009 | VTC | Full-Rate Differential Spatial Multiplexing from Orthogonal Designs. | Yu Deng, Alister G. Burr, Danshan Chen |
| 2008 | ICDE | Improving Information Access for a Community of Practice Using Business Process as Context. | Yu Deng, Murthy V. Devarakonda, Nithya Rajamani, Wlodek Zadrozny |
| 2008 | ISPASS | Scientific Computing Applications on a Stream Processor. | Ying Zhang, Xuejun Yang, Guibin Wang, Ian Rogers, Gen Li, Yu Deng, Xiaobo Yan |
| 2007 | ICPADS | Efficient generation of stream programs from loops. | Xuejun Yang, Yu Deng, Xiaobo Yan, Li Wang, Jing Du, Ying Zhang |
| 2007 | ICPP | Evaluation of Transcendental Functions on Imagine Architecture. | Xiaobo Yan, Tao Tang, Yu Deng, Jing Du, Xuejun Yang |
| 2007 | ISCA | A 64-bit stream processor architecture for scientific applications. | Xuejun Yang, Xiaobo Yan, Zuocheng Xing, Yu Deng, Jiang Jiang, Ying Zhang |
| 2007 | ISPA | Implementation and Optimization of Sparse Matrix-Vector Multiplication on Imagine Stream Processor. | Li Wang, Xuejun Yang, Guibin Wang, Xiaobo Yan, Yu Deng, Jing Du, Ying Zhang, Tao Tang, Kun Zeng |
| 2007 | VTC | Trellis Coded Multi-Level Gaussian FSK. | Michael Fitch, Yu Deng |
| 2006 | ISPA | Matrix-Based Programming Optimization for Improving Memory Hierarchy Performance on Imagine. | Xuejun Yang, Jing Du, Xiaobo Yan, Yu Deng |
| 2005 | AAAI | A Graph Theoretical Foundation for Integrating RDF Ontologies. | Octavian Udrea, Yu Deng, Edna Ruckhaus, V. S. Subrahmanian |
| 2005 | ICDE | RDF Aggregate Queries and Views. | Edward Hung, Yu Deng, V. S. Subrahmanian |
| 2005 | PIMRC | Performance of 4-D trellis-coded modulation in the presence of polarization multiplexing. | Yu Deng, Alister G. Burr, George P. White |
| 2004 | SIGMOD | TOSS: An Extension of TAX with Ontologies and Similarity Queries. | Edward Hung, Yu Deng, V. S. Subrahmanian |
| 2003 | IRI | An Ontology-Extended Relational Algebra. | Piero A. Bonatti, Yu Deng, V. S. Subrahmanian |
| 2003 | VR | A Taxonomy and Comparison of Haptic Actions for Disassembly Tasks. | Aaron Bloomfield, Yu Deng, Jeff Wampler, Pascale Rondot, Dina Harth, Mary McManus, Norman I. Badler |