| 2026 | AAAI | DGKAN: Dual-branch Graph Kolmogorov-Arnold Network for Unsupervised Multimodal Change Detection. | Tongfei Liu, Jianjian Xu, Tao Lei, Yingbo Wang, Xiaogang Du, Zhiyong Lv |
| 2025 | ICASSP | Dynamic Sparse Encoding and Cross-Temporal Attention for Remote Sensing Image Change Detection. | Shaoxiong Lin, Tao Lei, Tongfei Liu, Shuxin Zhang, Chongdan Min, Asoke K. Nandi |
| 2025 | ICCV | Adaptive Learning of High-Value Regions for Semi-Supervised Medical Image Segmentation. | Tao Lei, Ziyao Yang, Xingwu Wang, Yi Wang, Xuan Wang, Feiman Sun, Asoke K. Nandi |
| 2025 | ICLR | EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing. | Haotian Sun, Tao Lei, Bowen Zhang, Yanghao Li, Haoshuo Huang, Ruoming Pang, Bo Dai, Nan Du |
| 2025 | ICML | Instruction-Following Pruning for Large Language Models. | Bairu Hou, Qibin Chen, Jianyu Wang, Guoli Yin, Chong Wang, Nan Du, Ruoming Pang, Shiyu Chang, Tao Lei |
| 2025 | IECON | Research on the dynamic balance energy management strategy for fuel cell UAV hybrid power systems. | Shuhao Deng, Tao Lei, Xiangnan Deng, Yacong Li, Fanguan Lin, Xiaobin Zhang |
| 2025 | IECON | Multidisciplinary Design of Parallel Hybrid Distributed Electric Propulsion Regional Airliners. | Guanlin Fan, Haoliang Yu, Tao Lei, Shuhao Deng, Xingyu Zhang, Xiaobin Zhang |
| 2025 | IECON | Mass-based voltage optimization method for MV distribution networks in electric propulsion aircraft. | Zhihao Min, Jos Matas, Chen Liu, Tao Lei, Weilin Li, Josep M. Guerrero |
| 2024 | ECCV | MM1: Methods, Analysis and Insights from Multimodal LLM Pre-training. | Brandon McKinzie, Zhe Gan, Jean-Philippe Fauconnier, Sam Dodge, Bowen Zhang, Philipp Dufter, Dhruti Shah, Xianzhi Du, Futang Peng, Anton Belyi, Haotian Zhang, Karanjeet Singh, Doug Kang, Hongyu H, Max Schwarzer, Tom Gunter, Xiang Kong, Aonan Zhang, Jianyu Wang, Chong Wang, Nan Du, Tao Lei, Sam Wiseman, Mark Lee, Zirui Wang, Ruoming Pang, Peter Grasch, Alexander Toshev, Yinfei Yang |
| 2024 | ICPR | PolypSegDiff: Dynamic Multi-scale Conditional Diffusion Model for Polyp Segmentation. | Xiaogang Du, Yipeng Jiao, Tao Lei, Xuejun Zhang, Yingbo Wang, Asoke K. Nandi |
| 2023 | EMNLP | CoLT5: Faster Long-Range Transformers with Conditional Computation. | Joshua Ainslie, Tao Lei, Michiel de Jong, Santiago Ontan, Siddhartha Brahma, Yury Zemlyanskiy, David C. Uthus, Mandy Guo, James Lee-Thorp, Yi Tay, Yun-Hsuan Sung, Sumit Sanghai |
| 2023 | ICASSP | Local-Global Siamese Network with Efficient Inter-Scale Feature Learning for Change Detection in VHR Remote Sensing Images. | Yue Zhang, Tao Lei, Shaoxiong Han, Yetong Xu, Asoke K. Nandi |
| 2023 | ICIG | Residual Inter-slice Feature Learning for 3D Organ Segmentation. | Junming Zhang, Jian Su, Tao Lei, Xiaogang Du, Yong Wan, Chenxia Li, Sijia Wen, WeiQiang Zhao |
| 2023 | IJCAI | CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation. | Tao Lei, Rui Sun, Xuan Wang, Yingbo Wang, Xi He, Asoke K. Nandi |
| 2022 | EMNLP | Training Language Models with Memory Augmentation. | Zexuan Zhong, Tao Lei, Danqi Chen |
| 2022 | ICASSP | Global Evolution Neural Network for Segmentation of Remote Sensing Images. | Xinzhe Geng, Tao Lei, Qi Chen, Jian Su, Xi He, Qi Wang, Asoke K. Nandi |
| 2022 | ICASSP | SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition. | Jing Pan, Tao Lei, Kwangyoun Kim, Kyu Jeong Han, Shinji Watanabe |
| 2021 | AAAI | Nutri-bullets: Summarizing Health Studies by Composing Segments. | Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay |
| 2021 | EMNLP | When Attention Meets Fast Recurrence: Training Language Models with Reduced Compute. | Tao Lei |
| 2021 | ICASSP | Lightweight Non-Local Network for Image Super-Resolution. | Risheng Wang, Tao Lei, Wenzheng Zhou, Qi Wang, Hongying Meng, Asoke K. Nandi |
| 2021 | NAACL | Nutri-bullets Hybrid: Consensual Multi-document Summarization. | Darsh J. Shah, Lili Yu, Tao Lei, Regina Barzilay |
| 2020 | ACL | Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport. | Kyle Swanson, Lili Yu, Tao Lei |
| 2020 | ACL | Interactive Classification by Asking Informative Questions. | Lili Yu, Howard Chen, Sida I. Wang, Tao Lei, Yoav Artzi |
| 2020 | DASFAA | MinSR: Multi-level Interests Network for Session-Based Recommendation. | Tao Lei, Yun Xiong, Peng Tian, Yangyong Zhu |
| 2020 | EMNLP | Autoregressive Knowledge Distillation through Imitation Learning. | Alexander Lin, Jeremy Wohlwend, Howard Chen, Tao Lei |
| 2020 | EMNLP | Structured Pruning of Large Language Models. | Ziheng Wang, Jeremy Wohlwend, Tao Lei |
| 2020 | ICASSP | Lightweight V-Net for Liver Segmentation. | Tao Lei, Wenzheng Zhou, Yuxiao Zhang, Risheng Wang, Hongying Meng, Asoke K. Nandi |
| 2020 | Interspeech | ASAPP-ASR: Multistream CNN and Self-Attentive SRU for SOTA Speech Recognition. | Jing Pan, Joshua Shapiro, Jeremy Wohlwend, Kyu Jeong Han, Tao Lei, Tao Ma |
| 2020 | IECON | The Evaluation and Optimization of Power Architecture of Distributed Electrical Propulsion Fuel-cell UAV. | Zhihao Min, Tao Lei, Yanbo Wang, Xingyu Zhang, Xiaobin Zhang |
| 2020 | IECON | Fixed-time consensus-based economic dispatch for smart grid. | Junkang Ni, Tao Lei, Weilin Li |
| 2019 | ICASSP | End-to-end Change Detection Using a Symmetric Fully Convolutional Network for Landslide Mapping. | Tao Lei, Qi Zhang, Dinghua Xue, Tao Chen, Hongying Meng, Asoke K. Nandi |
| 2019 | ICNC | Spatial Multi-scale Motion History Histograms and Its Applications. | Asim Jan, Zunduo Zhao, Tong Chen, Hongying Meng, Tao Lei |
| 2019 | ICNC | A Fast Automatic Holoscopic 3D Micro-gesture Recognition System for Immersive Applications. | Rui Qin, Yi Liu, Mohammad Rafiq Swash, Maozhen Li, Hongying Meng, Tao Lei, Tong Chen |
| 2019 | ICWS | Multiple Energy Harvesting Devices Enabled Joint Computation Offloading and Dynamic Resource Allocation for Mobile-Edge Computing Systems. | Wei Du, Qiwang Lei, Qiang He, Wei Liu, Feifei Chen, Lei Pan, Tao Lei, Hailiang Zhao |
| 2019 | ICWS | Service Capacity Enhanced Task Offloading and Resource Allocation in Multi-Server Edge Computing Environment. | Wei Du, Tao Lei, Qiang He, Wei Liu, Qiwang Lei, Hailiang Zhao, Wei Wang |
| 2018 | EMNLP | Simple Recurrent Units for Highly Parallelizable Recurrence. | Tao Lei, Yu Zhang, Sida I. Wang, Hui Dai, Yoav Artzi |
| 2018 | EMNLP | Adversarial Domain Adaptation for Duplicate Question Detection. | Darsh J. Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov |
| 2018 | GLOBECOM | Artificial Intelligence Based Handoff Management for Dense WLANs: A Deep Learning Approach. | Zijun Han, Xiangming Wen, Wei Zheng, Zhaoming Lu, Tao Lei |
| 2018 | WCNC | Stochastic geometry and Markov chain model based throughput analysis in dense WLANs. | Shan Jiang, Tao Lei, Xiangming Wen, Zhaoming Lu |
| 2018 | UIC | Constructing Hierarchical Spatiotemporal Information for Action Recognition. | Guangle Yao, Jiandan Zhong, Tao Lei, Xianyuan Liu |
| 2018 | UIC | QoE Aware and Cell Capacity Enhanced Computation Offloading for Multi-Server Mobile Edge Computing Systems with Energy Harvesting Devices. | Hailiang Zhao, Wei Du, Wei Liu, Tao Lei, Qiwang Lei |
| 2017 | GLOBECOM | Throughput Analysis of Dense WLANs Using Continuous-Time Markov Chain Model. | Tao Lei, Shan Jiang, Xiangming Wen, Zhaoming Lu, Lingchao Guo |
| 2017 | ICML | Deriving Neural Architectures from Sequence and Graph Kernels. | Tao Lei, Wengong Jin, Regina Barzilay, Tommi S. Jaakkola |
| 2016 | EMNLP | Learning to refine text based recommendations. | Youyang Gu, Tao Lei, Regina Barzilay, Tommi S. Jaakkola |
| 2016 | EMNLP | Rationalizing Neural Predictions. | Tao Lei, Regina Barzilay, Tommi S. Jaakkola |
| 2016 | MOBICOM | Messages behind the sound: real-time hidden acoustic signal capture with smartphones. | Qian Wang, Kui Ren, Man Zhou, Tao Lei, Dimitrios Koutsonikolas, Lu Su |
| 2016 | MOBICOM | Real-time hidden acoustic signal capture with smartphones: demo. | Qian Wang, Kui Ren, Man Zhou, Tao Lei, Dimitrios Koutsonikolas, Lu Su |
| 2016 | NAACL | Semi-supervised Question Retrieval with Gated Convolutions. | Tao Lei, Hrishikesh Joshi, Regina Barzilay, Tommi S. Jaakkola, Kateryna Tymoshenko, Alessandro Moschitti, Llus Mrquez |
| 2016 | NAACL | Making Dependency Labeling Simple, Fast and Accurate. | Tianxiao Shen, Tao Lei, Regina Barzilay |
| 2015 | EMNLP | Molding CNNs for text: non-linear, non-consecutive convolutions. | Tao Lei, Regina Barzilay, Tommi S. Jaakkola |
| 2015 | ICDCS | Rain Bar: Robust Application-Driven Visual Communication Using Color Barcodes. | Qian Wang, Man Zhou, Kui Ren, Tao Lei, Jikun Li, Zhibo Wang |
| 2015 | ICNC | Face detection based on improved skin model and local iterated conditional modes. | Xiaopeng Wang, Lucheng Wang, Tao Lei, Chengyi Wang |
| 2015 | NAACL | High-Order Low-Rank Tensors for Semantic Role Labeling. | Tao Lei, Yuan Zhang, Llus Mrquez i Villodre, Alessandro Moschitti, Regina Barzilay |
| 2014 | ACL | Low-Rank Tensors for Scoring Dependency Structures. | Tao Lei, Yu Xin, Yuan Zhang, Regina Barzilay, Tommi S. Jaakkola |
| 2014 | ACL | Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees. | Yuan Zhang, Tao Lei, Regina Barzilay, Tommi S. Jaakkola, Amir Globerson |
| 2014 | EMNLP | Greed is Good if Randomized: New Inference for Dependency Parsing. | Yuan Zhang, Tao Lei, Regina Barzilay, Tommi S. Jaakkola |
| 2013 | ACL | From Natural Language Specifications to Program Input Parsers. | Tao Lei, Fan Long, Regina Barzilay, Martin C. Rinard |
| 2013 | ICIG | Local Region Statistics-Based Active Contour Model for Medical Image Segmentation. | Wenchao Cui, Yi Wang, Tao Lei, Yangyu Fan, Yan Feng |
| 2013 | ICIP | Vector mathematical morphological operators based on fuzzy extremum estimation. | Tao Lei, Yangyu Fan, Chenrui Zhang, Xiaopeng Wang |
| 2013 | ICNC | An improved algorithm for spatial spectrum estimation in array signal processing. | Tao Lei, Rongyu Fang, Zhihui Qiu |
| 2013 | ICNC | A new scheme for initial cell search in time division long term evolution systems. | Zhihui Qiu, Tao Lei, Rongyu Fang |
| 2012 | ACL | Learning High-Level Planning from Text. | S. R. K. Branavan, Nate Kushman, Tao Lei, Regina Barzilay |
| 2012 | SODA | The mixing time of the Newman: Watts small world. | Louigi Addario-Berry, Tao Lei |
| 2010 | WWW | A pattern tree-based approach to learning URL normalization rules. | Tao Lei, Rui Cai, Jiang-Ming Yang, Yan Ke, Xiaodong Fan, Lei Zhang |