| D. Uwacu; A. Yammanuru; M. Morales; N. M. Amato |
"Hierarchical Planning With Annotated Skeleton Guidance" |
IEEE Robotics and Automation Letter |
4 |
October 2022 |
| H. Qiu; W. Mao; A. Patke; C. Wang; H. Franke; Z. T. Kalbarczyk; T. BaÅŸar; R. Iyer |
"Reinforcement learning for resource management in multi-tenant serverless platforms" |
Association for Computing Machinery |
|
April 2022 |
| A. Patke; H. Qiu; S. Jha; S. Venugopal; M. Gazzetti; C. Pinto; Z. Kalbarczyk; R. Iyer |
"Evaluating Hardware Memory Disaggregation under Delay and Contention" |
2022 IEEE International Parallel and Distributed Processing Symposium Workshops |
|
2022 |
| P. Das; L. Varshney |
"Explaining Artificial Intelligence Generation and Creativity: Human interpretability for novel ideas and artifacts" |
IEEE Signal Processing Magazine |
4 |
July 2022 |
| S. Yesil; J. Moreira; J. Torrellas |
"Dense Dynamic Blocks: Optimizing SpMM for Processors with Vector and Matrix Units Using Machine Learning Techniques" |
2022 International Conference on Supercomputing |
|
June 2022 |
| W. Mao; L. Yang; K. Zhang; T. Basar |
"On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning" |
Proceedings of Machine Learning Research |
|
2022 |
| P. Akash; J. Huang; K. Chang; Y. Li; L. Popa; C. Zhai |
"Domain Representative Keywords Selection: A Probabilistic Approach. " |
Findings of the Association for Computational Linguistics: ACL 2022, pages 679–692, Dublin, Ireland. Association for Computational Linguistics |
|
2022 |
| B. Bhavya; J. Xiong; C. Zhai |
"Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT." |
15th International Conference on Natural Language Generation |
|
2022 |
| Z. Yu; Y. Zhang; Y. Jiang; M. Michalski; Y. Deng; L. Popa; C. Zhai; J. Han |
"Entity Set Co-Expansion in StackOverflow." |
IEEE BigData 2022 Workshop on Knowledge Discovery and Data Mining in IT Operations (BigData-IT) |
|
2022 |
| S. Jungeun; D. Arroyo; A. Tantawi; C. Wang; A. Youssef; R. Nagi |
"Cloud-native workflow scheduling using a hybrid priority rule and dynamic task parallelism." |
Proceedings of the 13th Symposium on Cloud Computing, pp. 72-77. 2022 |
|
2022 |
| A. Patke; H. Qiu; S. Jha; S. Venugopal; M. Gazzetti; C. Pinto; Z. Kalbarczyk; R. Iyer |
"Evaluating Hardware Memory Disaggregation under Delay and Contention" |
Proceedings of the 1st Workshop on Composable Systems Co-located with IPDPS 2022 [CompSys 2022]. |
|
2022 |
| G. Hongpeng; H. Gu; Z. Yang; Z. Wang; E. Lee; N. Chandramoorthy; T. Eilam; D. Chen; K. Nahrstedt |
"BoFL: bayesian optimized local training pace control for energy efficient federated learning." |
Proceedings of the 23rd conference on 23rd ACM/IFIP International Middleware Conference, pp. 188-201. |
|
2022 |
| S. Yesil; J. Moreira; J. Torrellas |
"Dense dynamic blocks: optimizing SpMM for processors with vector and matrix units using machine learning techniques" |
Proceedings of the 36th ACM International Conference on Supercomputing (ICS '22). Association for Computing Machinery, New York, NY, USA, Article 27, 1–14 |
|
2022 |
| H. Qiu; W. Mao; A. Patke; C. Wang; H. Franke; Z. Kalbarczyk; T. Basar; R. Iyer |
"SIMPPO: a scalable and incremental online learning framework for serverless resource management" |
Proceedings of the 13th Symposium on Cloud Computing, pp. 306-322. |
|
2022 |
| W. Mao; H. Qiu; C. Wang; H. Franke; Z. Kalbarczyk; R. Iyer; T. Basar |
"A Mean-Field Game Approach to Cloud Resource Management with Function Approximation." |
Advances in Neural Information Processing Systems |
|
2022 |
| S. Xu; Y. Wang; L. Gui |
"Diverse human motion prediction guided by multi-level spatial-temporal anchors" |
European Conference on Computer Vision (ECCV) |
|
2022 |
| J. Chen; Y. Wang |
"PointTree: Transformation-robust point cloud encoder with relaxed K-D trees" |
European Conference on Computer Vision (ECCV) |
|
2022 |
| Y. Zhong; H. Tang; J. Chen; J. Peng; Y. Wang |
"Is self-supervised learning more robust than supervised learning?" |
Proceedings of the International Conference on Machine Learning (ICML) Workshop on Pre-training: Perspectives, Pitfalls, and Paths Forward |
|
2022 |
| M. Zhang; S. Zheng; Z. Bao; M. Hebert; Y. Wang |
"Beyond RGB: Scene-property synthesis with neural radiance fields" |
"Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV)" |
|
2022 |
| K. Lee; Y. Zhong; Y. Wang |
"Do pre-trained models benefit equally in continual learning?" |
Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV) |
|
2022 |
| K. Yan; A. Schwing; Y. Wang |
"CEIP: Combining explicit and implicit priors for reinforcement learning with demonstrations" |
Proceedings of the Annual Conference on Neural Information Processing Systems (NeurIPS) |
|
2022 |
| R. Krishna; T. Nguyen; A. Watanabe; D. Becker; A. Kumar; E. Rosenbaum |
" A Methodology to Optimize the Number and Placement of Decoupling Capacitors in a Multilevel Power Delivery Network" |
IEEE International Conference on Electrical Design of Advanced Packaging and Systems |
|
2022 |
| D. Uwacu; A. Yammanuru; M. Morales; N. Amato |
"Hierarchical Planning With Annotated Skeleton Guidance." |
IEEE Robotics and Automation Letters 7, no. 4 (2022): 11055-11061 |
|
2022 |