About me
Dr. Jiawei Shao (邵嘉伟) is a Research Scientist at Institute of Artificial Intelligence, China Telecom (TeleAI), Shanghai, under the direction of Prof. Xuelong Li.
He is a Principal Investigator (PI) and leads the AI Flow Group, working on a wide range of topics including large multimodal models, edge artificial intelligence, and communication network systems. The position paper of AI Flow (智传网), “AI Flow at the Network Edge,” is available at [Preprint]. 智传网中文宣传材料 [上海市“人工智能+”行动推进大会] [TeleAI 开发者大会]
He received his Ph.D. from the Hong Kong University of Science and Technology in 2024, under the supervision of Prof. Jun Zhang. Before that, he received his B.Eng. from Beijing University of Posts and Telecommunications in 2019.
Openings
团队招聘研究员、研发工程师、实习生,联系邮箱 shaojw2@chinatelecom.cn(并抄送jiawei.shao@connect.ust.hk)。
There are multiple openings of Researchers/Research Engineers/Interns in the following areas:
- Edge AI, edge inference, and edge computing
- Model fine-tuning, compression, and acceleration
- Vision-language models and multimodal integration
- Privacy-preserving federated learning for large models
- LLM-based autonomous agents and multi-agent system
If you are interested in joining TeleAI, please send your CV to shaojw2@chinatelecom.cn and jiawei.shao@connect.ust.hk.
News
- [Jan. 2025] Our paper “Graph Neural Network Enhanced Retrieval for Question Answering of Large Language Models” was accepted to 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics [Preprint]
- [Jan. 2025] Our paper “Tackling Distribution Shifts in Task-Oriented Communication with Information Bottleneck” was accepted to IEEE JSAC. [Preprint]
- [Dec. 2024] Our paper “CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression” was accepted to AAAI 2025. [Preprint]
- [Nov. 2024] Our paper “AI Flow at the Network Edge” was submitted. [Preprint]
- [Nov. 2024] Our paper “Dynamics-Aware Gaussian Splatting Streaming Towards Fast On-the-Fly Training for 4D Reconstruction” was submitted. [Preprint][Project Page][Video]
- [Oct. 2024] Our paper “EVA-Gaussian: 3D Gaussian-based Real-time Human Novel View Synthesis under Diverse Camera Settings” was submitted. [Preprint][Project Page]
- [Jul. 2024] Our paper “Bidirectional Stereo Image Compression with Cross-Dimensional Entropy Model” was accepted to ECCV 2024. [Paper]
- [Jun. 2024] I received the School of Engineering (SENG) PhD Research Excellence Award 2023-24. [E-news article]
- [Mar. 2024] Our paper “FedCiR: Client-Invariant Representation Learning for Federated Non-IID Features” was accepted to IEEE Transactions on Mobile Computing. [Preprint]
- [Feb. 2024] Our paper “Feature Matching Data Synthesis for Non-IID Federated Learning” was accepted to IEEE Transactions on Mobile Computing. [Paper]
- [Dec. 2023] Our paper “Large language models empowered autonomous edge AI for connected intelligence” was accepted to IEEE Communications Magazine. [Paper][微信公众号文章]
- [Nov. 2023] I am delighted to announce that I have successfully defended my PhD thesis. I would like to sincerely thank Prof. Jun Zhang, Prof. Khaled B. Letaief, Prof. Ross Murch, Prof. Qian Zhang, and Prof. Lin Dai for serving as examiners. Thanks also go to Prof. Hongyu Yu for serving as a chairperson of the examination committee.
- [Nov. 2023] Our paper “Selective knowledge sharing for privacy-preserving federated distillation without a good teacher” was accepted to Nature Communications. [Paper]
- [Nov. 2023] Our paper “Defending ChatGPT against Jailbreak attack via self-reminder” was accepted to Nature Machine Intelligence. [Paper]
- [Nov. 2023] Our paper “Stochastic coded federated learning: Theoretical analysis and incentive mechanism design” was accepted to IEEE Transactions on Wireless Communications. [Paper]
- [Nov. 2023] I received the HKTIIT Postgraduate Excellence Scholarships in the 2022-23 Academic Year.
- [Sep. 2023] I presented a poster “EdgeGPT: GPT-empowered autonomous edge inference” on the IEEE Hong Kong 6G Wireless Summit. [Poster]
- [Sep. 2023] Our paper “Task-oriented communication for edge video analytics” was accepted to IEEE Transactions on Wireless Communications. [Paper][Code]
- [Jul. 2023] Manuscript “A survey of what to share in federated learning: Perspectives on model utility, privacy leakage, and communication efficiency” was submitted. [Preprint]
- [Jun. 2023] I received the HKUST RedBird Academic Excellence Award in the 2022-23 Academic Year.