Selected Publications (2020--) (full list...) Zhi Wang, Jiangchuan Liu and Wenwu Zhu. "Edge Intelligence Empowered Immersive Media," In IEEE MultiMedia, vol. 30, no. 2, pp. 8--17, April-June 2023. Zheming Yang, Wen Ji, Qi Guo and Zhi Wang. "JAVP: Joint-Aware Video Processing with Edge-Cloud Collaboration for DNN Inference," In Proceedings of ACM Multimedia, Ottawa, Canada, October 29–November 3, 2023 (CCF-A) Chen Tang, Kai Ouyang, Yunpeng Bai, Yuan Meng, Zhi Wang and Wenwu Zhu. "SEAM: Searching Transferable Mixed-Precision Quantization Policy through Large Margin Regularization," In Proceedings of ACM Multimedia, Ottawa, Canada, October 29–November 3, 2023 (CCF-A) Hang Guo, Tao Dai, Mingyan Zhu, Guanghao Meng, Bin Chen, Zhi Wang and Shutao Xia. "One-stage Low-resolution Text Recognition with High-resolution Knowledge Transfer," In Proceedings of ACM Multimedia, Ottawa, Canada, October 29–November 3, 2023 (CCF-A) Yaohua Zha, Jinpeng Wang, Tao Dai, Bin Chen, Zhi Wang and Shutao Xia. "Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models," In Proceedings of International Conference on Computer Vision, Paris, France, 2-6 October 2023 (CCF-A) Chen Tang, Li Lyna Zhang, Huiqiang Jiang, Jiahang Xu, Ting Cao, Quanlu Zhang, Yuqing Yang, Zhi Wang and Mao Yang. "ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices," In Proceedings of International Conference on Computer Vision, Paris, France, 2-6 October 2023 (CCF-A) Hao Fang, Bin Chen, Xuan Wang, Zhi Wang and Shutao Xia. "GIFD: A Generative Gradient Inversion Method with Feature Domain Optimization," In Proceedings of International Conference on Computer Vision, Paris, France, 2-6 October 2023 (CCF-A) Rongwei Lu, Jiajun Song, Bin Chen, Laizhong Cui and Zhi Wang. "DAGC: Data-aware Adaptive Gradient Compression," In Proceedings of IEEE INFOCOM, New York, USA, 17-20 May 2023 (CCF-A) Zhenyang Li, Yancheng Dong, Chen Gao, Yizhou Zhao, Dong Li, Jianye Hao, Kai Zhang, Yong Li and Zhi Wang. "Breaking Filter Bubble: A Reinforcement Learning Framework of Controllable Recommender System," In Proceedings of The ACM Web Conference 2023, Austin, Texas, USA, 30 April-4 May 2023 (CCF-A) Jinmin Li, Tao Dai, Mingyan Zhu, Bin Chen, Zhi Wang and Shutao Xia. "FSR: A General Frequency-oriented Framework to Accelerate Image Super-resolution Networks," In Proceedings of Thirty-Seventh AAAI Conference on Artificial Intelligence, Washiongton, DC, USA, 7-14 February 2023 (CCF-A) Zijie Fang, Yang Chen, Yifeng Wang, Zhi Wang, Xiangyang Ji and Yongbing Zhang. "Weakly-Supervised Semantic Segmentation for Histopathology Images Based on Dataset Synthesis and Feature Consistency Constraint," In Proceedings of Thirty-Seventh AAAI Conference on Artificial Intelligence, Washiongton, DC, USA, 7-14 February 2023 (CCF-A) Xiaohan Lan, Yitian Yuan, Hong Chen, Xin Wang, Zequn Jie, Lin Ma, Zhi Wang and Wenwu Zhu. "Curriculum Multi-Negative Augmentation for Debiased Video Grounding," In Proceedings of Thirty-Seventh AAAI Conference on Artificial Intelligence, Washiongton, DC, USA, 7-14 February 2023 (CCF-A) Yiyun Lu, Yifei Zhu and Zhi Wang. "Personalized 360-Degree Video Streaming: A Meta-Learning Approach," In Proceedings of ACM Multimedia, Lisbon, Portugal, 10-14 October 2022 (CCF-A) Chen Tang, Haoyu Zhai, Kai Ouyang, Zhi Wang, Yifei Zhu and Wenwu Zhu. "Arbitrary Bit-width Network: A Joint Layer-Wise Quantization and Adaptive Inference Approach," In Proceedings of ACM Multimedia, Lisbon, Portugal, 10-14 October 2022 (CCF-A) Chen Tang, Kai Ouyang, Zhi Wang, Yifei Zhu, Wen Ji, Yaowei Wang and Wenwu Zhu. "Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance," In Proceedings of European Conference on Computer Vision (ECCV), Tel-Aviv, Israel, 23-27 October 2022 [project] Xinjie Yuan, Mingzhou Wu, Zhi Wang, Yifei Zhu, Ming Ma, Junjian Guo, Zhili Zhang and Wenwu Zhu. "Understanding 5G Performance for Real-world Services: a Content Provider's Perspective," In Proceedings of ACM SIGCOMM, Amsterdam, the Netherlands, 22-26 August 2022 (CCF-A) Cheng Chen, Yichun Yin, Lifeng Shang, Xin Jiang, Yujia Qin, Fengyu Wang, Zhi Wang, Xiao Chen, Zhiyuan Liu and Qun Liu. "bert2BERT: Towards Reusable Pretrained Language Models," In Proceedings of Annual Meeting of the Association for Computational Linguistics (ACL), Dublin, 22-27 May 2022 (CCF-A) Shuzhao Xie, Yuan Xue, Yifei Zhu and Zhi Wang. "Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach," In Proceedings of IEEE INFOCOM, Virtual Conference, 2-5 May 2022 (CCF-A) [project] Lei Zhang, Yuqing Zhang, Ximing Wu, Fangxin Wang, Laizhong Cui, Zhi Wang and Jiangchuan Liu. "Batch Adaptative Streaming for Video Analytics," In Proceedings of IEEE INFOCOM, Virtual Conference, 2-5 May 2022 (CCF-A) Si Chen, Wei Gong, Jiangchuan Liu, Zhi Wang and Jia Zhao. "Interference-Aware Mobile Backscatter Communication: A PHY-Assisted Rate Adaptive Approach," In IEEE Transactions on Mobile Computing (TMC), vol. xx, no. xx, pp. 1-12, 2022. (CCF-A, JCR-Q1) Zhiwei Hao, Yong Luo, Zhi Wang, Han Hu and Jianping An. "CDFKD-MFS: Collaborative Data-Free Knowledge Distillation via Multi-Level Feature Sharing," In IEEE Transactions on Multimedia (TMM), vol. 24, no. 22113413, pp. 4262-4274, 2022. (JCR-Q1) (Best Paper Award) Xiaohan Lan, Yitian Yuan, Xin Wang, Long Chen, Zhi Wang, Lin Ma and Wenwu Zhu. "A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach," In ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. xx, no. xx, article xx, Accepted. Zhiwei Cao, Xin Zhou, Han Hu, Zhi Wang and Yonggang Wen. "Towards a Systematic Survey for Carbon Neutral Data Centers," In IEEE Communications Surveys and Tutorials, vol. 24, no. 2, pp. 895--936, Secondquarter 2022. (Impact Factor: 25.25 as of April 2022) Shiji Zhou, Lianzhe Wang, Shanghang Zhang, Zhi Wang and Wenwu Zhu. "Active Gradual Domain Adaptation: Dataset and Approach," In IEEE Transactions on Multimedia, vol. 24, pp. 1210--1220, January 2022. (JCR-Q1) Jingyan Jiang, Ziyue Luo, Chenghao Hu, Zhaoliang He, Zhi Wang, Shutao Xia and Chuan Wu. "Joint Model and Data Adaptation for Cloud Inference Serving," In Proceedings of IEEE Real-Time Systems Symposium (RTSS), Dortmund, Germany, 7–10 December 2021 (CCF-A) Tao Dai, Yalei Lv, Bin Chen, Zhi Wang, Zexuan Zhu and Shutao Xia. "Mix-order Attention Networks for Image Restoration," In Proceedings of ACM Multimedia, Chengdu, China, 20-24 October 2021 (CCF-A) Yitian Yuan, Xiaohan Lan, Xin Wang, Long Chen, Zhi Wang and Wenwu Zhu. "A Closer Look at Temporal Sentence Grounding in Videos: Dataset and Metric," In Proceedings of ACM Multimedia, HUMA Workshop, Chengdu, China, 20–24 October 2021 (Best Paper Award) Jiahui Ye, Zichun Li, Zhi Wang, Zhuobin Zheng, Han Hu and Wenwu Zhu. "Joint Cache Size Scaling and Replacement Adaptation for Small Content Providers," In Proceedings of IEEE INFOCOM 2021, Virtual Conference, China, May 10--13, 2021 (CCF-A) Haopeng Yan, Zeming Chen, Zhi Wang and Wenwu Zhu. "DRL-based Collaborative Edge Content Replication with Popularity Distillation," In Proceedings of IEEE ICME, Shenzhen, China, July 5-9, 2021 Zhiwei Hao, Yong Luo, Zhi Wang, Han Hu and Jianping An. "Model Compression via Collaborative Data-free Knowledge Distillation for Edge Intelligence," In Proceedings of IEEE ICME, Shenzhen, China, July 5-9, 2021 (Best Paper Award Finalist) Shiji Zhou, Zhi Wang, Chenghao Hu, Yinan Mao, Haopeng Yan, Chuan Wu, Shanghang Zhang and Wenwu Zhu. "Caching in Dynamic Environments: a Near-optimal Online Learning Approach," In IEEE Transactions on Multimedia, vol. 25, no. 8, pp. 792--804, December 2021. (JCR-Q1) Laizhong Cui, Erchao Ni, Yipeng Zhou, Zhi Wang, Lei Zhang, Jiangchuan Liu and Yuedong Xu. "Towards Real-Time Video Caching at Edge Servers: A Cost-Aware Deep Q-Learning Solution," In IEEE Transactions on Multimedia, vol. 25, pp. 302--314, November 2021. (JCR-Q1) Zhaoliang He, Hongshan Li, Zhi Wang, Shutao Xia and Wenwu Zhu. "Adaptive Compression for Online Computer Vision: An Edge Reinforcement Learning Approach," In ACM Transactions on Multimedia Computing, Communications, and Applications, vol. 17, no. 4, article 118, September 2021. Cheng Zhan, Han Hu, Zhi Liu, Zhi Wang and Shiwen Mao. "Multi-UAV-Enabled Mobile Edge Computing for Time-Constrained IoT Applications," In IEEE Internet of Things Journal, vol. 8, no. 20, pp. 15553--15567, October 2021 Wenwu Zhu and Zhi Wang. "Data-driven Multiemdia Edge Network and Content Delivery," In Science China Information Sciences, vol. 51, no. 3, pp. 468--504, 2021 (CCF-A) Kun Yi, Yu Wu, Weifeng Jiang, Zhi Wang and Lifeng Sun. "A Dataset for Exploring Gaze Behaviors in Text Summarization," In Proceedings of ACM Multimedia Systems (MMSys), Istanbul, Turkey, June 8-11, 2020 Yuwei Zhang, Peng Zhang, Chun Yuan and Zhi Wang. "Texture and Shape Biased Two-stream Networks for Clothing Classification and Attribute Recognition," In Proceedings of IEEE CVPR, Virtual, June 14-19, 2020 (CCF-A) Cong Zhang, Jiangchuan Liu, Zhi Wang and Lifeng Sun. "Look Ahead at the First-mile in Livecast with Crowdsourced Highlight Prediction," In Proceedings of IEEE INFOCOM 2020, April 27--30, 2020, Beijing, China (CCF-A) Chenglei Wu, Ruixiao Zhang, Zhi Wang and Lifeng Sun. "A Spherical Convolution Approach for Learning Long Term Viewport Prediction in 360 Immersive Video," In Proceedings of AAAI Conference on Artificial Intelligence 2020, February 7-12, 2020, New York, NY, USA (CCF-A) Laizhong Cui, Dongyuan Su, Shu Yang, Zhi Wang and Zhong Ming. "TCLiVi: Transmission Control in Live Video Streaming Based on Deep Reinforcement Learning," In IEEE Transactions on Multimedia, vol. 23, no. 3, pp. 651--663, April 2020. (JCR-Q1) Cheng Zhan, Han Hu, Zhi Wang, Rongfei Fan and Dusit Niyato. "Unmanned Aircraft System Aided Adaptive Video Streaming: A Joint Optimization Approach," In IEEE Transactions on Multimedia, vol. 22, no. 3, pp. 795-807, March 2020 (JCR-Q1)
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