| 2025 | AAAI | AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks. | Qiongyan Wang, Yutong Xia, Siru Zhong, Weichuang Li, Yuankai Wu, Shifen Cheng, Junbo Zhang, Yu Zheng, Yuxuan Liang |
| 2025 | CIKM | Spatial Semantic-based Enhanced Address Parsing via Adaptive Weighted Learning. | Huiling Qin, Ming Wang, Yuanxun Li, Junbo Zhang, Yu Zheng |
| 2025 | CIKM | General Adaptive Memory Allocation for Learned Bloom Filters. | You Shang, Xiang He, Ruiyuan Li, Yingying Sun, Guanyao Li, Guangchao Yang, Junbo Zhang, Yu Zheng |
| 2025 | CIKM | Spatio-Temporal Forecasting under Open-World Missingness with Adaptive Mixture-of-Experts. | Chenyu Wu, Zhipeng Ma, Junbo Zhang, Songyu Ke, Yu Zheng |
| 2025 | CVPR | Order-Robust Class Incremental Learning: Graph-Driven Dynamic Similarity Grouping. | Guannan Lai, Yujie Li, Xiangkun Wang, Junbo Zhang, Tianrui Li, Xin Yang |
| 2025 | IJCAI | Non-collective Calibrating Strategy for Time Series Forecasting. | Bin Wang, Yongqi Han, Minbo Ma, Tianrui Li, Junbo Zhang, Feng Hong, Yanwei Yu |
| 2025 | Interspeech | GLCLAP: A Novel Contrastive Learning Pre-trained Model for Contextual Biasing in ASR. | Yuxiang Kong, Fan Cui, Liyong Guo, Heinrich Dinkel, Lichun Fan, Junbo Zhang, Jian Luan |
| 2025 | Interspeech | Efficient Speech Enhancement via Embeddings from Pre-trained Generative Audioencoders. | Xingwei Sun, Heinrich Dinkel, Yadong Niu, Linzhang Wang, Junbo Zhang, Jian Luan |
| 2025 | Interspeech | X-ARES: A Comprehensive Framework for Assessing Audio Encoder Performance. | Junbo Zhang, Heinrich Dinkel, Yadong Niu, Chenyu Liu, Si Cheng, Anbei Zhao, Jian Luan |
| 2025 | IROS | Benchmarking Long-Horizon Mobile Manipulation in Multi-Room Dynamic Environments. | Junbo Zhang, Kaisheng Ma |
| 2025 | KDD | Improving Open-world Continual Learning under the Constraints of Scarce Labeled Data. | Yujie Li, Xiangkun Wang, Xin Yang, Marcello M. Bonsangue, Junbo Zhang, Tianrui Li |
| 2025 | MMM | RoLD: Robot Latent Diffusion for Multi-task Policy Modeling. | Wenhui Tan, Bei Liu, Junbo Zhang, Ruihua Song, Jianlong Fu |
| 2025 | MOBICOM | PolarVisor: Clutter-free, Electronics-free Fiducial Markers for mmWave Radars Printed on Paper. | Junbo Zhang, Yiwen Song, Swarun Kumar |
| 2024 | APWEB | Long Video Scoring Method Fusing High-Precision Pose and Spatio-Temporal Attention Modules. | Lina Chen, Junbo Zhang, Weijie Wu, Chaoyu Han, Hong Gao |
| 2024 | ICASSP | CED: Consistent Ensemble Distillation for Audio Tagging. | Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang |
| 2024 | IJCNN | GSDI: Spatio-Temporal Contrastive Learning for Geo-Sensory Data Inference. | Songyu Ke, Yuxuan Liang, Xiuwen Yi, Junbo Zhang, Yu Zheng |
| 2024 | IJCNN | VQGG: Generating Adaptive Graphs for Traffic Forecasting via a Vector-Quantized Graph Generator. | Songyu Ke, Chenyu Wu, Jinjin Guo, Junbo Zhang, Yu Zheng |
| 2024 | Interspeech | Scaling up masked audio encoder learning for general audio classification. | Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang, Bin Wang |
| 2024 | Interspeech | Streaming Audio Transformers for Online Audio Tagging. | Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang, Bin Wang |
| 2024 | Interspeech | Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding. | Jizhong Liu, Gang Li, Junbo Zhang, Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Yujun Wang, Bin Wang |
| 2024 | Interspeech | Bridging Language Gaps in Audio-Text Retrieval. | Zhiyong Yan, Heinrich Dinkel, Yongqing Wang, Jizhong Liu, Junbo Zhang, Yujun Wang, Bin Wang |
| 2024 | IROS | MG-VLN: Benchmarking Multi-Goal and Long-Horizon Vision-Language Navigation with Language Enhanced Memory Map. | Junbo Zhang, Kaisheng Ma |
| 2024 | KDD | The 4th KDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DeepSpatial'24). | Zhe Jiang, Liang Zhao, Xun Zhou, Junbo Zhang, Shashi Shekhar, Jieping Ye |
| 2024 | KDD | Spatio-Temporal Consistency Enhanced Differential Network for Interpretable Indoor Temperature Prediction. | Dekang Qi, Xiuwen Yi, Chengjie Guo, Yanyong Huang, Junbo Zhang, Tianrui Li, Yu Zheng |
| 2024 | KDD | Personalized Federated Continual Learning via Multi-Granularity Prompt. | Hao Yu, Xin Yang, Xin Gao, Yan Kang, Hao Wang, Junbo Zhang, Tianrui Li |
| 2024 | MOBIHOC | Towards Ubiquitous IoT through Long Range Wireless Energy Harvesting. | Mohamed Ibrahim Ahmed, Atul Bansal, Kuang Yuan, Junbo Zhang, Swarun Kumar |
| 2024 | WACV | Sequential Transformer for End-to-End Video Text Detection. | Junbo Zhang, Mengbiao Zhao, Fei Yin, Cheng-Lin Liu |
| 2023 | AAAI | Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation. | Gaode Chen, Xinghua Zhang, Yijun Su, Yantong Lai, Ji Xiang, Junbo Zhang, Yu Zheng |
| 2023 | AAAI | Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction. | Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng |
| 2023 | AAAI | AirFormer: Predicting Nationwide Air Quality in China with Transformers. | Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann |
| 2023 | AAAI | Language-Assisted 3D Feature Learning for Semantic Scene Understanding. | Junbo Zhang, Guofan Fan, Guanghan Wang, Zhengyuan Su, Kaisheng Ma, Li Yi |
| 2023 | AAAI | AutoSTL: Automated Spatio-Temporal Multi-Task Learning. | Zijian Zhang, Xiangyu Zhao, Hao Miao, Chunxu Zhang, Hongwei Zhao, Junbo Zhang |
| 2023 | CIKM | MLPST: MLP is All You Need for Spatio-Temporal Prediction. | Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao |
| 2023 | CIKM | DiffUFlow: Robust Fine-grained Urban Flow Inference with Denoising Diffusion Model. | Yuhao Zheng, Lian Zhong, Senzhang Wang, Yu Yang, Weixi Gu, Junbo Zhang, Jianxin Wang |
| 2023 | ICASSP | Unified Keyword Spotting and Audio Tagging on Mobile Devices with Transformers. | Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang |
| 2023 | ICASSP | Av-Sepformer: Cross-Attention Sepformer for Audio-Visual Target Speaker Extraction. | Jiuxin Lin, Xinyu Cai, Heinrich Dinkel, Jun Chen, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Zhiyong Wu, Yujun Wang, Helen Meng |
| 2023 | ICLR | Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? | Runpei Dong, Zekun Qi, Linfeng Zhang, Junbo Zhang, Jianjian Sun, Zheng Ge, Li Yi, Kaisheng Ma |
| 2023 | Interspeech | Focus on the Sound around You: Monaural Target Speaker Extraction via Distance and Speaker Information. | Jiuxin Lin, Peng Wang, Heinrich Dinkel, Jun Chen, Zhiyong Wu, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang |
| 2022 | CIKM | TrajFormer: Efficient Trajectory Classification with Transformers. | Yuxuan Liang, Kun Ouyang, Yiwei Wang, Xu Liu, Hongyang Chen, Junbo Zhang, Yu Zheng, Roger Zimmermann |
| 2022 | CIKM | Generative-Free Urban Flow Imputation. | Senzhang Wang, Jiyue Li, Hao Miao, Junbo Zhang, Junxing Zhu, Jianxin Wang |
| 2022 | CVPR | Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views. | Junbo Zhang, Kaisheng Ma |
| 2022 | DASFAA | Multi-memory Enhanced Separation Network for Indoor Temperature Prediction. | Zhewen Duan, Xiuwen Yi, Peng Li, Dekang Qi, Yexin Li, Haoran Xu, Yanyong Huang, Junbo Zhang, Yu Zheng |
| 2022 | ECCV | Contrastive Deep Supervision. | Linfeng Zhang, Xin Chen, Junbo Zhang, Runpei Dong, Kaisheng Ma |
| 2022 | ICANN | Towards Relational Multi-Agent Reinforcement Learning via Inductive Logic Programming. | Guangxia Li, Gang Xiao, Junbo Zhang, Jia Liu, Yulong Shen |
| 2022 | ICASSP | Pseudo Strong Labels for Large Scale Weakly Supervised Audio Tagging. | Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang |
| 2022 | ICDM | Efficient Spatio-Temporal Randomly Wired Neural Networks for Traffic Forecasting. | Li Song, Kainan Bao, Songyu Ke, Chunyang Li, Junbo Zhang, Yu Zheng |
| 2022 | Interspeech | UniKW-AT: Unified Keyword Spotting and Audio Tagging. | Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang |
| 2022 | KDD | DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems. | Zhe Jiang, Liang Zhao, Xun Zhou, Robert N. Stewart, Junbo Zhang, Shashi Shekhar, Jieping Ye |
| 2022 | KDD | Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning. | Jiahao Ji, Jingyuan Wang, Junjie Wu, Boyang Han, Junbo Zhang, Yu Zheng |
| 2022 | NSDI | PLatter: On the Feasibility of Building-scale Power Line Backscatter. | Junbo Zhang, Elahe Soltanaghai, Artur Balanuta, Reese Grimsley, Swarun Kumar, Anthony G. Rowe |
| 2022 | SENSYS | NFCapsule: An Ingestible Sensor Pill for Eosinophilic Esophagitis Detection Based on near-Field Coupling. | Junbo Zhang, Gaurav Balakrishnan, Sruti Srinidhi, Arnav Bhat, Swarun Kumar, Christopher Bettinger |
| 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 | Interspeech | GigaSpeech: An Evolving, Multi-Domain ASR Corpus with 10, 000 Hours of Transcribed Audio. | Guoguo Chen, Shuzhou Chai, Guan-Bo Wang, Jiayu Du, Wei-Qiang Zhang, Chao Weng, Dan Su, Daniel Povey, Jan Trmal, Junbo Zhang, Mingjie Jin, Sanjeev Khudanpur, Shinji Watanabe, Shuaijiang Zhao, Wei Zou, Xiangang Li, Xuchen Yao, Yongqing Wang, Zhao You, Zhiyong Yan |
| 2021 | Interspeech | speechocean762: An Open-Source Non-Native English Speech Corpus for Pronunciation Assessment. | Junbo Zhang, Zhiwen Zhang, Yongqing Wang, Zhiyong Yan, Qiong Song, Yukai Huang, Ke Li, Daniel Povey, Yujun Wang |
| 2021 | WWW | Fine-Grained Urban Flow Prediction. | Yuxuan Liang, Kun Ouyang, Junkai Sun, Yiwei Wang, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann |
| 2021 | WWW | AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph✱. | Zheyi Pan, Songyu Ke, Xiaodu Yang, Yuxuan Liang, Yong Yu, Junbo Zhang, Yu Zheng |
| 2020 | CIKM | You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users. | Xiaodu Yang, Xiuwen Yi, Shun Chen, Sijie Ruan, Junbo Zhang, Yu Zheng, Tianrui Li |
| 2020 | IECON | Power System Sensitivity Matrix Estimation by Multivariable Least Squares Considering Mitigating Data Saturation. | Yingqi Liang, Junbo Zhang, Dipti Srinivasan |
| 2020 | KDD | AutoST: Efficient Neural Architecture Search for Spatio-Temporal Prediction. | Ting Li, Junbo Zhang, Kainan Bao, Yuxuan Liang, Yexin Li, Yu Zheng |
| 2020 | MOBICOM | Joltik: enabling energy-efficient "future-proof" analytics on low-power wide-area networks. | Mingran Yang, Junbo Zhang, Akshay Gadre, Zaoxing Liu, Swarun Kumar, Vyas Sekar |
| 2020 | Mobisys | NoFaceContact: stop touching your face with NFC. | Junbo Zhang, Swarun Kumar |
| 2019 | ACL | DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction. | Huaishao Luo, Tianrui Li, Bing Liu, Junbo Zhang |
| 2019 | CIKM | Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction. | Zheyi Pan, Zhaoyuan Wang, Weifeng Wang, Yong Yu, Junbo Zhang, Yu Zheng |
| 2019 | CIKM | CityTraffic: Modeling Citywide Traffic via Neural Memorization and Generalization Approach. | Xiuwen Yi, Zhewen Duan, Ting Li, Tianrui Li, Junbo Zhang, Yu Zheng |
| 2019 | KDD | UrbanFM: Inferring Fine-Grained Urban Flows. | Yuxuan Liang, Kun Ouyang, Lin Jing, Sijie Ruan, Ye Liu, Junbo Zhang, David S. Rosenblum, Yu Zheng |
| 2019 | KDD | Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning. | Zheyi Pan, Yuxuan Liang, Weifeng Wang, Yong Yu, Yu Zheng, Junbo Zhang |
| 2019 | MOBICOM | On the Feasibility of Wi-Fi Based Material Sensing. | Diana Zhang, Jingxian Wang, Junsu Jang, Junbo Zhang, Swarun Kumar |
| 2019 | NSDI | Pushing the Range Limits of Commercial Passive RFIDs. | Jingxian Wang, Junbo Zhang, Rajarshi Saha, Haojian Jin, Swarun Kumar |
| 2018 | AAAI | When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks. | Dong Wang, Junbo Zhang, Wei Cao, Jian Li, Yu Zheng |
| 2018 | CIKM | DeepCrime: Attentive Hierarchical Recurrent Networks for Crime Prediction. | Chao Huang, Junbo Zhang, Yu Zheng, Nitesh V. Chawla |
| 2018 | ICASSP | Attention-Based End-to-End Speech Recognition on Voice Search. | Changhao Shan, Junbo Zhang, Yujun Wang, Lei Xie |
| 2018 | IJCAI | GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction. | Yuxuan Liang, Songyu Ke, Junbo Zhang, Xiuwen Yi, Yu Zheng |
| 2018 | IJCNN | Time Series Trend Detection and Forecasting Using Complex Network Topology Analysis. | Leandro Anghinoni, Liang Zhao, Qiusheng Zheng, Junbo Zhang |
| 2018 | Interspeech | Attention-based End-to-End Models for Small-Footprint Keyword Spotting. | Changhao Shan, Junbo Zhang, Yujun Wang, Lei Xie |
| 2018 | Interspeech | Investigating Generative Adversarial Networks Based Speech Dereverberation for Robust Speech Recognition. | Ke Wang, Junbo Zhang, Sining Sun, Yujun Wang, Fei Xiang, Lei Xie |
| 2018 | Interspeech | Empirical Evaluation of Speaker Adaptation on DNN Based Acoustic Model. | Ke Wang, Junbo Zhang, Yujun Wang, Lei Xie |
| 2018 | KDD | Deep Distributed Fusion Network for Air Quality Prediction. | Xiuwen Yi, Junbo Zhang, Zhaoyuan Wang, Tianrui Li, Yu Zheng |
| 2017 | AAAI | Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction. | Junbo Zhang, Yu Zheng, Dekang Qi |
| 2016 | IJCAI | ST-MVL: Filling Missing Values in Geo-Sensory Time Series Data. | Xiuwen Yi, Yu Zheng, Junbo Zhang, Tianrui Li |
| 2014 | KDD | Supervised deep learning with auxiliary networks. | Junbo Zhang, Guangjian Tian, Yadong Mu, Wei Fan |
| 2013 | ICASSP | A novel discriminative method for pronunciation quality assessment. | Junbo Zhang, Fuping Pan, Bin Dong, Yonghong Yan |
| 2013 | PDCAT | PLAR: Parallel Large-Scale Attribute Reduction on Cloud Systems. | Junbo Zhang, Tianrui Li, Yi Pan |
| 2012 | KDD | Parallel rough set based knowledge acquisition using MapReduce from big data. | Junbo Zhang, Tianrui Li, Yi Pan |
| 2010 | GRC | A Method for Incremental Updating Approximations when Objects and Attributes Vary with Time. | Hongmei Chen, Tianrui Li, Junbo Zhang |
| 2010 | GRC | A Method for Incremental Updating Approximations Based on Variable Precision Set-Valued Ordered Information Systems. | Hongmei Chen, Tianrui Li, Junbo Zhang |
| 2010 | ISKE | Approaches for dynamically updating set approximations in dominance based rough sets while condition attributes value coarsening and refining. | Shaoyong Li, Tianrui Li, Junbo Zhang |
| 2010 | ISKE | An approach for incremental updating approximations in Variable precision rough sets while attribute generalized. | Junbo Zhang, Tianrui Li, Dun Liu |
| 2010 | ISKE | A new method for calculation of the approximations under the probabilistic rough sets. | Junbo Zhang, Tianrui Li, Lei Wang |