| 2026 | AAAI | SAME: Spatial-Aware Multimodal Egocentric Human Pose Estimation. | Yurong Fu, Peng Dai, Yu Zhang, Yiqiang Feng, Yang Zhang, Haoqian Wang |
| 2026 | PAKDD | ICL-KB: Charting the Failure Frontier of Few-Shot LLMs. | Wenxuan He, Rui Xue, Shangyan Jiang, Peng Dai |
| 2025 | AAAI | EMHI: A Multimodal Egocentric Human Motion Dataset with HMD and Body-Worn IMUs. | Zhen Fan, Peng Dai, Zhuo Su, Xu Gao, Zheng Lv, Jiarui Zhang, Tianyuan Du, Guidong Wang, Yang Zhang |
| 2025 | ICLR | SVG: 3D Stereoscopic Video Generation via Denoising Frame Matrix. | Peng Dai, Feitong Tan, Qiangeng Xu, David Futschik, Ruofei Du, Sean Fanello, Xiaojuan Qi, Yinda Zhang |
| 2024 | CVPR | HMD-Poser: On-Device Real-time Human Motion Tracking from Scalable Sparse Observations. | Peng Dai, Yang Zhang, Tao Liu, Zhen Fan, Tianyuan Du, Zhuo Su, Xiaozheng Zheng, Zeming Li |
| 2024 | CVPR | Total-Decom: Decomposed 3D Scene Reconstruction with Minimal Interaction. | Xiaoyang Lyu, Chirui Chang, Peng Dai, Yang-Tian Sun, Xiaojuan Qi |
| 2024 | ECCV | TexGen: Text-Guided 3D Texture Generation with Multi-view Sampling and Resampling. | Dong Huo, Zixin Guo, Xinxin Zuo, Zhihao Shi, Juwei Lu, Peng Dai, Songcen Xu, Li Cheng, Yee-Hong Yang |
| 2024 | ECCV | GSD: View-Guided Gaussian Splatting Diffusion for 3D Reconstruction. | Yuxuan Mu, Xinxin Zuo, Chuan Guo, Yilin Wang, Juwei Lu, Xiaofeng Wu, Songcen Xu, Peng Dai, Youliang Yan, Li Cheng |
| 2024 | EMNLP | Sequential LLM Framework for Fashion Recommendation. | Han Liu, Xianfeng Tang, Tianlang Chen, Jiapeng Liu, Indu Indu, Henry Peng Zou, Peng Dai, Roberto F. Galn, Michael D. Porter, Dongmei Jia, Ning Zhang, Lian Xiong |
| 2024 | ICLR | Generative Human Motion Stylization in Latent Space. | Chuan Guo, Yuxuan Mu, Xinxin Zuo, Peng Dai, Youliang Yan, Juwei Lu, Li Cheng |
| 2024 | NAACL | EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM. | Henry Peng Zou, Gavin Heqing Yu, Ziwei Fan, Dan Bu, Han Liu, Peng Dai, Dongmei Jia, Cornelia Caragea |
| 2023 | CVPR | Hybrid Neural Rendering for Large-Scale Scenes with Motion Blur. | Peng Dai, Yinda Zhang, Xin Yu, Xiaoyang Lyu, Xiaojuan Qi |
| 2023 | CVPR | CLIPPING: Distilling CLIP-Based Models with a Student Base for Video-Language Retrieval. | Renjing Pei, Jianzhuang Liu, Weimian Li, Bin Shao, Songcen Xu, Peng Dai, Juwei Lu, Youliang Yan |
| 2023 | ICCV | Texture Generation on 3D Meshes with Point-UV Diffusion. | Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Zhengzhe Liu, Xiaojuan Qi |
| 2023 | ICCV | Learning A Room with the Occ-SDF Hybrid: Signed Distance Function Mingled with Occupancy Aids Scene Representation. | Xiaoyang Lyu, Peng Dai, Zizhang Li, Dongyu Yan, Yi Lin, Yifan Peng, Xiaojuan Qi |
| 2023 | ICCV | HiVLP: Hierarchical Interactive Video-Language Pre-Training. | Bin Shao, Jianzhuang Liu, Renjing Pei, Songcen Xu, Peng Dai, Juwei Lu, Weimian Li, Youliang Yan |
| 2023 | ICLR | ISS: Image as Stepping Stone for Text-Guided 3D Shape Generation. | Zhengzhe Liu, Peng Dai, Ruihui Li, Xiaojuan Qi, Chi-Wing Fu |
| 2022 | AAAI | Self-Supervised Spatiotemporal Representation Learning by Exploiting Video Continuity. | Hanwen Liang, Niamul Quader, Zhixiang Chi, Lizhe Chen, Peng Dai, Juwei Lu, Yang Wang |
| 2022 | AAAI | Decompose the Sounds and Pixels, Recompose the Events. | Varshanth R. Rao, Md Ibrahim Khalil, Haoda Li, Peng Dai, Juwei Lu |
| 2022 | CVPR | Video Demoiring with Relation-Based Temporal Consistency. | Peng Dai, Xin Yu, Lan Ma, Baoheng Zhang, Jia Li, Wenbo Li, Jiajun Shen, Xiaojuan Qi |
| 2022 | ECCV | Dual Perspective Network for Audio-Visual Event Localization. | Varshanth R. Rao, Md Ibrahim Khalil, Haoda Li, Peng Dai, Juwei Lu |
| 2022 | ECCV | Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoiring. | Xin Yu, Peng Dai, Wenbo Li, Lan Ma, Jiajun Shen, Jia Li, Xiaojuan Qi |
| 2021 | AAAI | Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation. | Chao Huang, Jiahui Chen, Lianghao Xia, Yong Xu, Peng Dai, Yanqing Chen, Liefeng Bo, Jiashu Zhao, Jimmy Xiangji Huang |
| 2021 | AAAI | Knowledge-aware Coupled Graph Neural Network for Social Recommendation. | Chao Huang, Huance Xu, Yong Xu, Peng Dai, Lianghao Xia, Mengyin Lu, Liefeng Bo, Hao Xing, Xiaoping Lai, Yanfang Ye |
| 2021 | AAAI | Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation. | Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Xiyue Zhang, Hongsheng Yang, Jian Pei, Liefeng Bo |
| 2021 | AAAI | Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network. | Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng |
| 2021 | CIKM | Social Recommendation with Self-Supervised Metagraph Informax Network. | Xiaoling Long, Chao Huang, Yong Xu, Huance Xu, Peng Dai, Lianghao Xia, Liefeng Bo |
| 2021 | CVPR | Learning a Proposal Classifier for Multiple Object Tracking. | Peng Dai, Renliang Weng, Wongun Choi, Changshui Zhang, Zhangping He, Wei Ding |
| 2021 | ICCV | Boosting the Generalization Capability in Cross-Domain Few-shot Learning via Noise-enhanced Supervised Autoencoder. | Hanwen Liang, Qiong Zhang, Peng Dai, Juwei Lu |
| 2021 | ICCV | Class Semantics-based Attention for Action Detection. | Deepak Sridhar, Niamul Quader, Srikanth Muralidharan, Yaoxin Li, Peng Dai, Juwei Lu |
| 2021 | ICDE | EnsemFDet: An Ensemble Approach to Fraud Detection based on Bipartite Graph. | Yuxiang Ren, Hao Zhu, Jiawei Zhang, Peng Dai, Liefeng Bo |
| 2021 | ICDE | Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling. | Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Mengyin Lu, Liefeng Bo |
| 2021 | IJCAI | Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning. | Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen |
| 2021 | SIGIR | Graph Meta Network for Multi-Behavior Recommendation. | Lianghao Xia, Yong Xu, Chao Huang, Peng Dai, Liefeng Bo |
| 2020 | CIKM | Generative Adversarial Attributed Network Anomaly Detection. | Zhenxing Chen, Bo Liu, Meiqing Wang, Peng Dai, Jun Lv, Liefeng Bo |
| 2020 | CVPR | Neural Point Cloud Rendering via Multi-Plane Projection. | Peng Dai, Yinda Zhang, Zhuwen Li, Shuaicheng Liu, Bing Zeng |
| 2020 | ECAI | Joint Modeling of Local and Global Behavior Dynamics for Session-Based Recommendation. | Yong Xu, Jiahui Chen, Chao Huang, Bo Zhang, Hao Xing, Peng Dai, Liefeng Bo |
| 2020 | ECCV | Weight Excitation: Built-in Attention Mechanisms in Convolutional Neural Networks. | Niamul Quader, Md Mafijul Islam Bhuiyan, Juwei Lu, Peng Dai, Wei Li |
| 2020 | ECCV | Towards Efficient Coarse-to-Fine Networks for Action and Gesture Recognition. | Niamul Quader, Juwei Lu, Peng Dai, Wei Li |
| 2020 | IJCAI | Cross-Interaction Hierarchical Attention Networks for Urban Anomaly Prediction. | Chao Huang, Chuxu Zhang, Peng Dai, Liefeng Bo |
| 2020 | SIGIR | Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network. | Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Bo Zhang, Liefeng Bo |
| 2019 | CIKM | Deep Dynamic Fusion Network for Traffic Accident Forecasting. | Chao Huang, Chuxu Zhang, Peng Dai, Liefeng Bo |
| 2019 | ICTAI | An End-to-End Abnormal Fastener Detection Method Based on Data Synthesis. | Bangyi Dong, Qingyong Li, Jianzhu Wang, Wei Huang, Peng Dai, Shengchun Wang |
| 2018 | ICIP | Coding Trajectory: Enable Video Coding for Video Denoising. | Zhihang Ren, Peng Dai, Shuaicheng Liu, Shuyuan Zhu, Bing Zeng |
| 2017 | AAAI | Healthy Cognitive Aging: A Hybrid Random Vector Functional-Link Model for the Analysis of Alzheimer's Disease. | Peng Dai, Femida Gwadry-Sridhar, Michael Bauer, Michael Borrie, Xue Teng |
| 2017 | IECON | A fault tolerant control for modular multilevel converter under submodule fault conditions. | Min Li, Zheng Gong, Hanzhe Wang, Peng Dai, Wei Chen |
| 2016 | AAAI | Bagging Ensembles for the Diagnosis and Prognostication of Alzheimer's Disease. | Peng Dai, Femida Gwadry-Sridhar, Michael Bauer, Michael Borrie |
| 2016 | DASC | A Visual Inspection System for Rail Corrugation Based on Local Frequency Features. | Qingyong Li, Yunqiang Tan, Huayan Zhang, Shengwei Ren, Peng Dai, Weiyi Li |
| 2016 | IUI | AppGrouper: Knowledge-based Interactive Clustering Tool for App Search Results. | Shuo Chang, Peng Dai, Lichan Hong, Cheng Sheng, Tianjiao Zhang, Ed H. Chi |
| 2015 | AMIA | A hybrid manifold learning algorithm for the diagnosis and prognostication of Alzheimer's disease. | Peng Dai, Femida Gwadry-Sridhar, Michael Bauer, Michael Borrie |
| 2015 | CSCW | And Now for Something Completely Different: Improving Crowdsourcing Workflows with Micro-Diversions. | Peng Dai, Jeffrey M. Rzeszotarski, Praveen K. Paritosh, Ed H. Chi |
| 2015 | GLOBECOM | Multicast Transmission with Energy-Proportional Power-Gating Scheme for Wireless Interconnects NoC. | Jenhui Chen, Peng Dai |
| 2015 | WWW | Got Many Labels?: Deriving Topic Labels from Multiple Sources for Social Media Posts using Crowdsourcing and Ensemble Learning. | Shuo Chang, Peng Dai, Jilin Chen, Ed Huai-hsin Chi |
| 2014 | MDM | A Smartphone User Activity Prediction Framework Utilizing Partial Repetitive and Landmark Behaviors. | Peng Dai, Shen-Shyang Ho |
| 2013 | CW | Rendering Railway Scenes in Cyberspace Based on Route Panoramas. | Shengchun Wang, Siwei Luo, Yaping Huang, Jiang Yu Zheng, Peng Dai, Qiang Han |
| 2013 | HCOMP | Inserting Micro-Breaks into Crowdsourcing Workflows. | Jeffrey M. Rzeszotarski, Ed H. Chi, Praveen K. Paritosh, Peng Dai |
| 2011 | AAAI | Artificial Intelligence for Artificial Artificial Intelligence. | Peng Dai, Mausam, Daniel S. Weld |
| 2011 | AAAI | Human Intelligence Needs Artificial Intelligence. | Daniel S. Weld, Mausam, Peng Dai |
| 2011 | UIST | Execution control for crowdsourcing. | Daniel S. Weld, Mausam, Peng Dai |
| 2010 | AAAI | Decision-Theoretic Control of Crowd-Sourced Workflows. | Peng Dai, Mausam, Daniel S. Weld |
| 2009 | IJCAI | Domain-Independent, Automatic Partitioning for Probabilistic Planning. | Peng Dai, Mausam, Daniel S. Weld |
| 2008 | AAAI | Partitioned External-Memory Value Iteration. | Peng Dai, Mausam, Daniel S. Weld |
| 2008 | ICCS | A Generic Context Information System for Intelligent Vision Applications. | Luo Sun, Peng Dai, Linmi Tao, Guangyou Xu |
| 2007 | FlAIRS | Multi-Threaded BLAO* Algorithm. | Peng Dai, Judy Goldsmith |
| 2007 | HCI | An Adaptive Vision System Toward Implicit Human Computer Interaction. | Peng Dai, Linmi Tao, Xiang Zhang, Ligeng Dong, Guangyou Xu |
| 2007 | IJCAI | Topological Value Iteration Algorithm for Markov Decision Processes. | Peng Dai, Judy Goldsmith |
| 2007 | UIC | Audio-Visual Fused Online Context Analysis Toward Smart Meeting Room. | Peng Dai, Linmi Tao, Guangyou Xu |
| 2006 | ICVS | Automatic Face Modeling and Synthesis Based on Image Pairs. | Peng Dai, Guangyou Xu, Thomas Riegel, Eckart Hundt |