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2020 – today
- 2024
[j66]Shengdong Du, Tao Yang, Fei Teng, Junbo Zhang, Tianrui Li
, Yu Zheng:
Multi-scale feature enhanced spatio-temporal learning for traffic flow forecasting. Knowl. Based Syst. 294: 111787 (2024)- [j65]Xiaohong Yan, Guangyuan Wang, Peng Lin, Junbo Zhang, Yafei Wang, Xianping Fu:
Underwater image dehazing using a novel color channel based dual transmission map estimation. Multim. Tools Appl. 83(7): 20169-20192 (2024) - [j64]Zhiyong Li, Youming Wang, Fa Tian, Junbo Zhang, Yijie Chen, Kunhong Li:
BAFormer: A Novel Boundary-Aware Compensation UNet-like Transformer for High-Resolution Cropland Extraction. Remote. Sens. 16(14): 2526 (2024) - [j63]Guolun Feng, Zhiyong Li, Junbo Zhang, Mantao Wang:
Multi-Scale Spatial Attention-Based Multi-Channel 2D Convolutional Network for Soil Property Prediction. Sensors 24(14): 4728 (2024) - [j62]Zhiyuan Wu, Sheng Sun, Yuwei Wang, Min Liu, Quyang Pan, Junbo Zhang, Zeju Li, Qingxiang Liu:
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation. ACM Trans. Intell. Syst. Technol. 15(2): 28:1-28:34 (2024) - [c85]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
CED: Consistent Ensemble Distillation for Audio Tagging. ICASSP 2024: 291-295 - [c84]Hao Yu, Xin Yang, Xin Gao, Yan Kang, Hao Wang, Junbo Zhang, Tianrui Li:
Personalized Federated Continual Learning via Multi-Granularity Prompt. KDD 2024: 4023-4034 - [c83]Dekang Qi, Xiuwen Yi, Chengjie Guo, Yanyong Huang, Junbo Zhang, Tianrui Li, Yu Zheng:
Spatio-Temporal Consistency Enhanced Differential Network for Interpretable Indoor Temperature Prediction. KDD 2024: 5590-5601 - [c82]Zhe Jiang, Liang Zhao, Xun Zhou, Junbo Zhang, Shashi Shekhar, Jieping Ye:
The 4th KDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DeepSpatial'24). KDD 2024: 6722-6723 - [i56]Xingchen Zou, Yibo Yan, Xixuan Hao, Yuehong Hu, Haomin Wen, Erdong Liu, Junbo Zhang, Yong Li, Tianrui Li, Yu Zheng, Yuxuan Liang:
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook. CoRR abs/2402.19348 (2024) - [i55]Wenhui Tan, Bei Liu, Junbo Zhang, Ruihua Song, Jianlong Fu:
Multi-task Manipulation Policy Modeling with Visuomotor Latent Diffusion. CoRR abs/2403.07312 (2024) - [i54]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang, Bin Wang:
Scaling up masked audio encoder learning for general audio classification. CoRR abs/2406.06992 (2024) - [i53]Zhiyong Yan, Heinrich Dinkel, Yongqing Wang, Jizhong Liu, Junbo Zhang, Yujun Wang, Bin Wang:
Bridging Language Gaps in Audio-Text Retrieval. CoRR abs/2406.07012 (2024) - [i52]Jizhong Liu, Gang Li, Junbo Zhang, Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Yujun Wang, Bin Wang:
Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding. CoRR abs/2406.13275 (2024) - [i51]Hao Yu, Xin Yang, Xin Gao, Yan Kang, Hao Wang, Junbo Zhang, Tianrui Li:
Personalized Federated Continual Learning via Multi-granularity Prompt. CoRR abs/2407.00113 (2024) - 2023
- [j61]Songyu Ke, Zheyi Pan, Tianfu He, Yuxuan Liang, Junbo Zhang, Yu Zheng:
AutoSTG+: An automatic framework to discover the optimal network for spatio-temporal graph prediction. Artif. Intell. 318: 103899 (2023) - [j60]Jingxian Wang, Junbo Zhang, Ke Li, Chengfeng Pan, Carmel Majidi, Swarun Kumar:
Locating Everyday Objects Using NFC Textiles. Commun. ACM 66(10): 107-114 (2023) - [j59]Ge Chen, Junbo Zhang, Mingchao Ning, Wei Cui, Mengcheng Ma:
Task scheduling in real-time industrial scenarios. Comput. Ind. Eng. 182: 109372 (2023) - [j58]Rui Zhang, Chengtian Jiang, Junbo Zhang, Jiteng Fan, Jiayi Ren, Hui Xia:
Reinvigorating sustainability in Internet of Things marketing: Framework for multi-round real-time bidding with game machine learning. Internet Things 24: 100921 (2023) - [j57]Minbo Ma, Peng Xie, Fei Teng, Bin Wang, Shenggong Ji, Junbo Zhang, Tianrui Li:
HiSTGNN: Hierarchical spatio-temporal graph neural network for weather forecasting. Inf. Sci. 648: 119580 (2023) - [j56]Zhaoyuan Wang, Shun Chen, Shenggong Ji, Zheyi Pan, Chuishi Meng, Junbo Zhang, Tianrui Li, Yu Zheng:
Housing rental suggestion based on e-commerce data. Knowl. Based Syst. 268: 110474 (2023) - [j55]Junbo Zhang, Cheng Zhang:
Teaching quality monitoring and evaluation of physical education teaching in ordinary college based on edge computing optimization model. J. Supercomput. 79(15): 16559-16579 (2023) - [j54]Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Tianfu He, Jie Bao, Junbo Zhang, Liang Hong, Yu Zheng:
TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System. IEEE Trans. Knowl. Data Eng. 35(1): 1013-1027 (2023) - [j53]Jia Liu, Tianrui Li, Shenggong Ji, Peng Xie, Shengdong Du, Fei Teng, Junbo Zhang:
Urban Flow Pattern Mining Based on Multi-Source Heterogeneous Data Fusion and Knowledge Graph Embedding. IEEE Trans. Knowl. Data Eng. 35(2): 2133-2146 (2023) - [j52]Jia Liu, Wei Huang, Tianrui Li, Shenggong Ji, Junbo Zhang:
Cross-Domain Knowledge Graph Chiasmal Embedding for Multi-Domain Item-Item Recommendation. IEEE Trans. Knowl. Data Eng. 35(5): 4621-4633 (2023) - [j51]Zhaoyuan Wang, Zheyi Pan, Shun Chen, Shenggong Ji, Xiuwen Yi, Junbo Zhang, Jingyuan Wang, Zhiguo Gong, Tianrui Li, Yu Zheng:
Shortening Passengers' Travel Time: A Dynamic Metro Train Scheduling Approach Using Deep Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 35(5): 5282-5295 (2023) - [j50]Jiyue Li, Senzhang Wang, Jiaqiang Zhang, Hao Miao, Junbo Zhang, Philip S. Yu:
Fine-Grained Urban Flow Inference With Incomplete Data. IEEE Trans. Knowl. Data Eng. 35(6): 5851-5864 (2023) - [j49]Hao Qu, Yongshun Gong, Meng Chen, Junbo Zhang, Yu Zheng, Yilong Yin:
Forecasting Fine-Grained Urban Flows Via Spatio-Temporal Contrastive Self-Supervision. IEEE Trans. Knowl. Data Eng. 35(8): 8008-8023 (2023) - [j48]Yuxuan Liang, Kun Ouyang, Yiwei Wang, Zheyi Pan, Yifang Yin, Hongyang Chen, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann:
Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting. IEEE Trans. Knowl. Data Eng. 35(9): 9254-9268 (2023) - [j47]Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang:
Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction. IEEE Trans. Knowl. Data Eng. 35(10): 9973-9984 (2023) - [c81]Junbo Zhang, Guofan Fan, Guanghan Wang, Zhengyuan Su, Kaisheng Ma, Li Yi:
Language-Assisted 3D Feature Learning for Semantic Scene Understanding. AAAI 2023: 3445-3453 - [c80]Gaode Chen, Xinghua Zhang, Yijun Su, Yantong Lai, Ji Xiang, Junbo Zhang, Yu Zheng:
Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation. AAAI 2023: 4149-4156 - [c79]Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng:
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction. AAAI 2023: 4356-4364 - [c78]Zijian Zhang, Xiangyu Zhao, Hao Miao, Chunxu Zhang, Hongwei Zhao, Junbo Zhang:
AutoSTL: Automated Spatio-Temporal Multi-Task Learning. AAAI 2023: 4902-4910 - [c77]Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann:
AirFormer: Predicting Nationwide Air Quality in China with Transformers. AAAI 2023: 14329-14337 - [c76]Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao:
MLPST: MLP is All You Need for Spatio-Temporal Prediction. CIKM 2023: 3381-3390 - [c75]Yuhao Zheng, Lian Zhong, Senzhang Wang, Yu Yang, Weixi Gu, Junbo Zhang, Jianxin Wang:
DiffUFlow: Robust Fine-grained Urban Flow Inference with Denoising Diffusion Model. CIKM 2023: 3505-3513 - [c74]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
Unified Keyword Spotting and Audio Tagging on Mobile Devices with Transformers. ICASSP 2023: 1-5 - [c73]Jiuxin Lin, Xinyu Cai, Heinrich Dinkel, Jun Chen, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Zhiyong Wu, Yujun Wang, Helen Meng:
Av-Sepformer: Cross-Attention Sepformer for Audio-Visual Target Speaker Extraction. ICASSP 2023: 1-5 - [c72]Junbo Zhang, Runpei Dong, Kaisheng Ma:
CLIP-FO3D: Learning Free Open-world 3D Scene Representations from 2D Dense CLIP. ICCV (Workshops) 2023: 2040-2051 - [c71]Runpei Dong, Zekun Qi, Linfeng Zhang, Junbo Zhang, Jianjian Sun, Zheng Ge, Li Yi, Kaisheng Ma:
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? ICLR 2023 - [c70]Zhe Jiang, Xiaohong Shen, Junbo Zhang, Haiyan Wang:
A Flipped Classroom Teaching Design Based on Constructivist Theory. ICSPCC 2023: 1-5 - [c69]Junbo Zhang, Zhe Jiang, Tianyuan Zhang, Daojiang Li:
Improved RAKE receiver for underwater acoustic spread spectrum communication based on m-SAMP channel estimation. ICSPCC 2023: 1-5 - [c68]Jiuxin Lin, Peng Wang, Heinrich Dinkel, Jun Chen, Zhiyong Wu, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
Focus on the Sound around You: Monaural Target Speaker Extraction via Distance and Speaker Information. INTERSPEECH 2023: 2488-2492 - [c67]Junbo Zhang, Wenhui Guo, Haoran Yu, Yanjiang Wang:
Motor Imagery EEG Recognition Based on an Improved Convolutional Neural Network with Parallel Gate Recurrent Unit. PRCV (8) 2023: 316-327 - [i50]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
Unified Keyword Spotting and Audio Tagging on Mobile Devices with Transformers. CoRR abs/2303.01812 (2023) - [i49]Junbo Zhang, Runpei Dong, Kaisheng Ma:
CLIP-FO3D: Learning Free Open-world 3D Scene Representations from 2D Dense CLIP. CoRR abs/2303.04748 (2023) - [i48]Guangyin Jin, Yuxuan Liang, Yuchen Fang, Jincai Huang, Junbo Zhang, Yu Zheng:
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey. CoRR abs/2303.14483 (2023) - [i47]Zijian Zhang, Xiangyu Zhao, Hao Miao, Chunxu Zhang, Hongwei Zhao, Junbo Zhang:
AutoSTL: Automated Spatio-Temporal Multi-Task Learning. CoRR abs/2304.09174 (2023) - [i46]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
Streaming Audio Transformers for Online Audio Tagging. CoRR abs/2305.17834 (2023) - [i45]Heinrich Dinkel, Weiji Zhuang, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
Understanding temporally weakly supervised training: A case study for keyword spotting. CoRR abs/2305.18794 (2023) - [i44]Jiuxin Lin, Xinyu Cai, Heinrich Dinkel, Jun Chen, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Zhiyong Wu, Yujun Wang, Helen Meng:
AV-SepFormer: Cross-Attention SepFormer for Audio-Visual Target Speaker Extraction. CoRR abs/2306.14170 (2023) - [i43]Jiuxin Lin, Peng Wang, Heinrich Dinkel, Jun Chen, Zhiyong Wu, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
Focus on the Sound around You: Monaural Target Speaker Extraction via Distance and Speaker Information. CoRR abs/2306.16241 (2023) - [i42]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
CED: Consistent ensemble distillation for audio tagging. CoRR abs/2308.11957 (2023) - [i41]Songyu Ke, Ting Li, Li Song, Yanping Sun, Qintian Sun, Junbo Zhang, Yu Zheng:
Spatio-Temporal Contrastive Self-Supervised Learning for POI-level Crowd Flow Inference. CoRR abs/2309.03239 (2023) - [i40]Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao:
MLPST: MLP is All You Need for Spatio-Temporal Prediction. CoRR abs/2309.13363 (2023) - [i39]Xin Yang, Hao Yu, Xin Gao, Hao Wang, Junbo Zhang, Tianrui Li:
Federated Continual Learning via Knowledge Fusion: A Survey. CoRR abs/2312.16475 (2023) - 2022
- [j46]Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang, Tianqiang Huang:
Fairness and accuracy in horizontal federated learning. Inf. Sci. 589: 170-185 (2022) - [j45]Haibo Zhang, Kang Li, Jiaojiao Kou, Xiaoxue Chen, Linqi Hai, Junbo Zhang, Mingquan Zhou, Guohua Geng, Shunli Zhang:
A novel compression framework of the dense point-cloud model for cultural heritage artifacts. Multim. Tools Appl. 81(23): 32817-32839 (2022) - [j44]Yang Xu, Yuanfa Jiang, Junbo Zhang, Kang Li, Guohua Geng:
Real-Time Ray-Traced Soft Shadows of Environmental Lighting by Conical Ray Culling. Proc. ACM Comput. Graph. Interact. Tech. 5(1): 1:1-1:15 (2022) - [j43]Jun Sun, Junbo Zhang, Xuesong Gao, Mantao Wang, Dinghua Ou, Xiaobo Wu, Dejun Zhang:
Fusing Spatial Attention with Spectral-Channel Attention Mechanism for Hyperspectral Image Classification via Encoder-Decoder Networks. Remote. Sens. 14(9): 1968 (2022) - [j42]Junbo Zhang, Shifeng Xu, Jun Sun, Dinghua Ou, Xiaobo Wu, Mantao Wang:
Unsupervised Adversarial Domain Adaptation for Agricultural Land Extraction of Remote Sensing Images. Remote. Sens. 14(24): 6298 (2022) - [j41]Wendong Wang, Junbo Zhang, Dezhi Kong, Shibin Su, Xiaoqing Yuan, Chengzhi Zhao:
Research on control method of upper limb exoskeleton based on mixed perception model. Robotica 40(10): 3669-3685 (2022) - [j40]Junbo Zhang, Elahe Soltanaghai, Artur Balanuta, Reese Grimsley, Swarun Kumar, Anthony Rowe:
PLatter: On the Feasibility of Building-Scale Power Line Backscatter. GetMobile Mob. Comput. Commun. 26(4): 19-22 (2022) - [j39]Yang Liu, Yingting Liu, Zhijie Liu, Yuxuan Liang, Chuishi Meng, Junbo Zhang, Yu Zheng:
Federated Forest. IEEE Trans. Big Data 8(3): 843-854 (2022) - [j38]Xiuwen Yi, Zhewen Duan, Ruiyuan Li, Junbo Zhang, Tianrui Li, Yu Zheng:
Predicting Fine-Grained Air Quality Based on Deep Neural Networks. IEEE Trans. Big Data 8(5): 1326-1339 (2022) - [j37]Senzhang Wang, Junbo Zhang, Yanjie Fu, Yong Li:
Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2. ACM Trans. Intell. Syst. Technol. 13(2): 17:1-17:4 (2022) - [j36]Zheyi Pan, Wentao Zhang, Yuxuan Liang, Weinan Zhang, Yong Yu, Junbo Zhang, Yu Zheng:
Spatio-Temporal Meta Learning for Urban Traffic Prediction. IEEE Trans. Knowl. Data Eng. 34(3): 1462-1476 (2022) - [j35]Junkai Sun, Junbo Zhang, Qiaofei Li, Xiuwen Yi, Yuxuan Liang, Yu Zheng:
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks. IEEE Trans. Knowl. Data Eng. 34(5): 2348-2359 (2022) - [j34]Xiuwen Yi, Xiaodu Yang, Yanyong Huang, Songyu Ke, Junbo Zhang, Tianrui Li, Yu Zheng:
Gas-Theft Suspect Detection Among Boiler Room Users: A Data-Driven Approach. IEEE Trans. Knowl. Data Eng. 34(12): 5796-5808 (2022) - [c66]Yuxuan Liang, Kun Ouyang, Yiwei Wang, Xu Liu, Hongyang Chen, Junbo Zhang, Yu Zheng, Roger Zimmermann:
TrajFormer: Efficient Trajectory Classification with Transformers. CIKM 2022: 1229-1237 - [c65]Senzhang Wang, Jiyue Li, Hao Miao, Junbo Zhang, Junxing Zhu, Jianxin Wang:
Generative-Free Urban Flow Imputation. CIKM 2022: 2028-2037 - [c64]Junbo Zhang, Kaisheng Ma:
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views. CVPR 2022: 16629-16638 - [c63]Zhewen Duan, Xiuwen Yi, Peng Li, Dekang Qi, Yexin Li, Haoran Xu, Yanyong Huang, Junbo Zhang, Yu Zheng:
Multi-memory Enhanced Separation Network for Indoor Temperature Prediction. DASFAA (2) 2022: 656-663 - [c62]Linfeng Zhang, Xin Chen, Junbo Zhang, Runpei Dong, Kaisheng Ma:
Contrastive Deep Supervision. ECCV (26) 2022: 1-19 - [c61]Guangxia Li, Gang Xiao, Junbo Zhang, Jia Liu, Yulong Shen:
Towards Relational Multi-Agent Reinforcement Learning via Inductive Logic Programming. ICANN (2) 2022: 99-110 - [c60]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
Pseudo Strong Labels for Large Scale Weakly Supervised Audio Tagging. ICASSP 2022: 336-340 - [c59]Li Song, Kainan Bao, Songyu Ke, Chunyang Li, Junbo Zhang, Yu Zheng:
Efficient Spatio-Temporal Randomly Wired Neural Networks for Traffic Forecasting. ICDM (Workshops) 2022: 1-8 - [c58]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
UniKW-AT: Unified Keyword Spotting and Audio Tagging. INTERSPEECH 2022: 3238-3242 - [c57]Jiahao Ji, Jingyuan Wang, Junjie Wu, Boyang Han, Junbo Zhang, Yu Zheng:
Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning. KDD 2022: 3072-3080 - [c56]Zhe Jiang, Liang Zhao, Xun Zhou, Robert N. Stewart, Junbo Zhang, Shashi Shekhar, Jieping Ye:
DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems. KDD 2022: 4878-4879 - [c55]Junbo Zhang, Elahe Soltanaghai, Artur Balanuta, Reese Grimsley, Swarun Kumar, Anthony G. Rowe:
PLatter: On the Feasibility of Building-scale Power Line Backscatter. NSDI 2022: 897-911 - [c54]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
An Empirical Study of Weakly Supervised Audio Tagging Embeddings for General Audio Representations. Odyssey 2022: 390-395 - [c53]Junbo Zhang, Gaurav Balakrishnan, Sruti Srinidhi, Arnav Bhat, Swarun Kumar, Christopher Bettinger:
NFCapsule: An Ingestible Sensor Pill for Eosinophilic Esophagitis Detection Based on near-Field Coupling. SenSys 2022: 75-90 - [i38]Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang:
Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction. CoRR abs/2204.02650 (2022) - [i37]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
Pseudo strong labels for large scale weakly supervised audio tagging. CoRR abs/2204.13430 (2022) - [i36]Gaode Chen, Yijun Su, Xinghua Zhang, Anmin Hu, Guochun Chen, Siyuan Feng, Ji Xiang, Junbo Zhang, Yu Zheng:
A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling. CoRR abs/2206.00007 (2022) - [i35]Junbo Zhang, Kaisheng Ma:
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views. CoRR abs/2206.00227 (2022) - [i34]Junbo Zhang, Weiwei Wan, Nobuyuki Tanaka, Miki Fujita, Kensuke Harada:
Integrating a Manual Pipette into a Collaborative Robot Manipulator for Flexible Liquid Dispensing. CoRR abs/2207.01214 (2022) - [i33]Linfeng Zhang, Xin Chen, Junbo Zhang, Runpei Dong, Kaisheng Ma:
Contrastive Deep Supervision. CoRR abs/2207.05306 (2022) - [i32]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
UniKW-AT: Unified Keyword Spotting and Audio Tagging. CoRR abs/2209.11377 (2022) - [i31]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
An empirical study of weakly supervised audio tagging embeddings for general audio representations. CoRR abs/2209.15167 (2022) - [i30]Junbo Zhang, Guofan Fan, Guanghan Wang, Zhengyuan Su, Kaisheng Ma, Li Yi:
Language-Assisted 3D Feature Learning for Semantic Scene Understanding. CoRR abs/2211.14091 (2022) - [i29]Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann:
AirFormer: Predicting Nationwide Air Quality in China with Transformers. CoRR abs/2211.15979 (2022) - [i28]Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng:
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction. CoRR abs/2212.04475 (2022) - [i27]Runpei Dong, Zekun Qi, Linfeng Zhang, Junbo Zhang, Jianjian Sun, Zheng Ge, Li Yi, Kaisheng Ma:
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? CoRR abs/2212.08320 (2022) - 2021
- [j33]Yang Liu, Ruolan Wang, Shishuai Du, Junbo Zhang, Yu Zheng:
Federated Digital Gateway: Methodologies, Tools, and Applications. IEEE Intell. Syst. 36(5): 31-38 (2021) - [j32]Pengfei Zhang, Tianrui Li, Guoqiang Wang, Chuan Luo, Hongmei Chen, Junbo Zhang, Dexian Wang, Zeng Yu:
Multi-source information fusion based on rough set theory: A review. Inf. Fusion 68: 85-117 (2021) - [j31]Senzhang Wang, Junbo Zhang, Yanjie Fu, Yong Li:
ACM TIST Special Issue on Deep Learning for Spatio-Temporal Data: Part 1. ACM Trans. Intell. Syst. Technol. 12(6): 67:1-67:3 (2021) - [c52]Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng:
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network. AAAI 2021: 15008-15015 - [c51]Tianfu He, Guochun Chen, Chuishi Meng, Huajun He, Zheyi Pan, Yexin Li, Sijie Ruan, Huimin Ren, Ye Yuan, Ruiyuan Li, Junbo Zhang, Jie Bao, Hui He, Yu Zheng:
POI Alias Discovery in Delivery Addresses using User Locations. SIGSPATIAL/GIS 2021: 225-228 - [c50]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:
GigaSpeech: An Evolving, Multi-Domain ASR Corpus with 10, 000 Hours of Transcribed Audio. Interspeech 2021: 3670-3674 - [c49]Junbo Zhang, Zhiwen Zhang, Yongqing Wang, Zhiyong Yan, Qiong Song, Yukai Huang, Ke Li, Daniel Povey, Yujun Wang:
speechocean762: An Open-Source Non-Native English Speech Corpus for Pronunciation Assessment. Interspeech 2021: 3710-3714 - [c48]Jingxian Wang, Junbo Zhang, Ke Li, Chengfeng Pan, Carmel Majidi, Swarun Kumar:
Locating Everyday Objects using NFC Textiles. IPSN 2021: 15-30 - [c47]Yuxuan Liang, Kun Ouyang, Junkai Sun, Yiwei Wang, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann:
Fine-Grained Urban Flow Prediction. WWW 2021: 1833-1845 - [c46]Zheyi Pan, Songyu Ke, Xiaodu Yang, Yuxuan Liang, Yong Yu, Junbo Zhang, Yu Zheng:
AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph✱. WWW 2021: 1846-1855 - [i26]Junbo Zhang, Zhiwen Zhang, Yongqing Wang, Zhiyong Yan, Qiong Song, Yukai Huang, Ke Li, Daniel Povey, Yujun Wang:
speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment. CoRR abs/2104.01378 (2021) - [i25]Guoguo Chen, Shuzhou Chai, Guanbo 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, Yujun Wang, Zhao You, Zhiyong Yan:
GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10, 000 Hours of Transcribed Audio. CoRR abs/2106.06909 (2021) - [i24]Tianfu He, Guochun Chen, Chuishi Meng, Huajun He, Zheyi Pan, Yexin Li, Sijie Ruan, Huimin Ren, Ye Yuan, Ruiyuan Li, Junbo Zhang, Jie Bao, Hui He, Yu Zheng:
POI Alias Discovery in Delivery Addresses using User Locations. CoRR abs/2109.09290 (2021) - [i23]Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng:
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network. CoRR abs/2110.04038 (2021) - 2020
- [j30]