Chaoyang He
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
9
Active years
2019–2024
Best venue rank
A*
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | EMNLP | TensorOpera Router: A Multi-Model Router for Efficient LLM Inference. | Dimitris Stripelis, Zhaozhuo Xu, Zijian Hu, Alay Dilipbhai Shah, Han Jin, Yuhang Yao, Jipeng Zhang, Tong Zhang, Salman Avestimehr, Chaoyang He |
| 2024 | EMNLP | ScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End Efficiency. | Yuhang Yao, Han Jin, Alay Dilipbhai Shah, Shanshan Han, Zijian Hu, Dimitris Stripelis, Yide Ran, Zhaozhuo Xu, Salman Avestimehr, Chaoyang He |
| 2024 | KDD | FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs. | Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Wenxuan Wu, Chulin Xie, Yuhang Yao, Kai Zhang, Qifan Zhang, Yuhui Zhang, Carlee Joe-Wong, Salman Avestimehr, Chaoyang He |
| 2023 | AAAI | FairFed: Enabling Group Fairness in Federated Learning. | Yahya H. Ezzeldin, Shen Yan, Chaoyang He, Emilio Ferrara, Amir Salman Avestimehr |
| 2022 | AAAI | SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data. | Chaoyang He, Emir Ceyani, Keshav Balasubramanian, Murali Annavaram, Salman Avestimehr |
| 2022 | CIKM | The 1st International Workshop on Federated Learning with Graph Data (FedGraph). | Carl Yang, Xiaoxiao Li, Nathalie Baracaldo, Neil Shah, Chaoyang He, Lingjuan Lyu, Lichao Sun, Salman Avestimehr |
| 2022 | NAACL | FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks. | Bill Yuchen Lin, Chaoyang He, Zihang Ze, Hulin Wang, Yufen Hua, Christophe Dupuy, Rahul Gupta, Mahdi Soltanolkotabi, Xiang Ren, Salman Avestimehr |
| 2021 | ICML | PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. | Chaoyang He, Shen Li, Mahdi Soltanolkotabi, Salman Avestimehr |
| 2021 | SENSYS | Federated Learning for Internet of Things. | Tuo Zhang, Chaoyang He, Tianhao Ma, Lei Gao, Mark Ma, Salman Avestimehr |
| 2020 | CVPR | MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation. | Chaoyang He, Haishan Ye, Li Shen, Tong Zhang |
| 2019 | IJCNN | Collecting Indicators of Compromise from Unstructured Text of Cybersecurity Articles using Neural-Based Sequence Labelling. | Zi Long, Lianzhi Tan, Shengping Zhou, Chaoyang He, Xin Liu |