| DeepQoE: A multimodal learning framework for video quality of experience (QoE) prediction H Zhang, L Dong, G Gao, H Hu, Y Wen, K Guan IEEE Transactions on Multimedia 22 (12), 3210-3223, 2020 | 61 | 2020 |
| Optimizing quality of experience for adaptive bitrate streaming via viewer interest inference G Gao, H Zhang, H Hu, Y Wen, J Cai, C Luo, W Zeng IEEE Transactions on Multimedia 20 (12), 3399-3413, 2018 | 46 | 2018 |
| ResumeGAN: An Optimized Deep Representation Learning Framework for Talent-Job Fit via Adversarial Learning Y Luo*, H Zhang*, Y Wen, X Zhang, (*equal contributions) Proceedings of the 28th ACM International Conference on Information and …, 2019 | 39 | 2019 |
| DeepQoE: A unified framework for learning to predict video QoE H Zhang, H Hu, G Gao, Y Wen, K Guan 2018 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2018 | 35 | 2018 |
| MLModelCI: An Automatic Cloud Platform for Efficient MLaaS H Zhang, Y Li, Y Huang, Y Wen, J Yin, K Guan Proceedings of the 28th ACM International Conference on Multimedia, 4453--4456, 2020 | 24 | 2020 |
| Content-aware personalised rate adaptation for adaptive streaming via deep video analysis G Gao, L Dong, H Zhang, Y Wen, W Zeng ICC 2019-2019 IEEE International Conference on Communications (ICC), 1-8, 2019 | 22 | 2019 |
| A serverless cloud-fog platform for dnn-based video analytics with incremental learning H Zhang, M Shen, Y Huang, Y Wen, Y Luo, G Gao, K Guan arXiv preprint arXiv:2102.03012, 2021 | 20 | 2021 |
| Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning H Zhang, Y Luo, Q Ai, Y Wen Proceedings of the 28th ACM International Conference on Multimedia, 430--438, 2020 | 18 | 2020 |
| ResumeNet: A Learning-based Framework for Automatic Resume Quality Assessment Y Luo*, H Zhang*, Y Wang, Y Wen, X Zhang, (*equal contributions) 2018 IEEE International Conference on Data Mining (ICDM), 307-316, 2018 | 18 | 2018 |
| Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges L Zhang, G Gao, H Zhang IEEE Transactions on Circuits and Systems for Video Technology, 2023 | 16 | 2023 |
| Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud H Zhang, Y Li, Q Ai, Y Luo, Y Wen, Y Jin, NBD Ta Proceedings of the 28th ACM International Conference on Multimedia, 4457--4460, 2020 | 14 | 2020 |
| Missing Data Imputation for Solar Yield Prediction using Temporal Multi-Modal Variational Auto-Encoder M Shen, H Zhang, Y Cao, F Yang, Y Wen Proceedings of the 29th ACM International Conference on Multimedia, 2558-2566, 2021 | 11 | 2021 |
| Modelci-e: Enabling continual learning in deep learning serving systems Y Huang, H Zhang, Y Wen, P Sun, NBD Ta arXiv preprint arXiv:2106.03122, 2021 | 11 | 2021 |
| Towards Data-Efficient Continuous Learning for Edge Video Analytics via Smart Caching L Zhang, G Gao, H Zhang Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems …, 2022 | 9 | 2022 |
| Active-Learning-as-a-Service: An Efficient MLOps System for Data-Centric AI Y Huang, H Zhang, Y Li, CT Lau, Y You NeurIPS 2022 Workshop on Human in the Loop Learning, 2022 | 9* | 2022 |
| PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning M Shi, Y Zhou, K Wang, H Zhang, S Huang, Q Ye, J Lv Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023 | 6 | 2023 |
| Inferbench: Understanding deep learning inference serving with an automatic benchmarking system H Zhang, Y Huang, Y Wen, J Yin, K Guan arXiv preprint arXiv:2011.02327, 2020 | 6 | 2020 |
| MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUs H Zhang, Y Li, W Xiao, Y Huang, X Di, J Yin, S See, Y Luo, CT Lau, Y You arXiv preprint arXiv:2301.00407, 2023 | 2 | 2023 |
| ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at Scale Y Li, H Zhang, S Jiang, F Yang, Y Wen, Y Luo The International Workshop on Pretraining: Algorithms, Architectures, and …, 2021 | 2 | 2021 |
| DataCI: A Platform for Data-Centric AI on Streaming Data H Zhang, Y Huang, Y Li ICML DMLR Workshop: Data-centric Machine Learning Research, 2023 | 1 | 2023 |
