Publication Understanding the Micro-Behaviors of Hardware Offloaded Network Stacks with Lumina Zhuolong Yu, Bowen Su, Wei Bai, Shachar Raindel , Vladimir Braverman, Xin Jin SIGCOMM 2023 | September 2023 Project
Publication Teal: Learning-Accelerated Optimization of WAN Traffic Engineering Zhiying Xu, Francis Y. Yan, Rachee Singh, Justin T. Chiu, Alexander M. Rush, Minlan Yu ACM Special Interest Group on Data Communication Conference (SIGCOMM ’23) | September 2023
Publication Resilient Baseband Processing in Virtualized RANs with Slingshot Nikita Lazarev, Tao Ji, Anuj Kalia, Daehyeok Kim, Ilias Marinos, Francis Y. Yan, Christina Delimitrou, Zhiru Zhang, Aditya Akella ACM Special Interest Group on Data Communication Conference (SIGCOMM ’23) | September 2023 Project
Publication Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors Tung Phung, Victor-Alexandru Padurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares Conference on International Computing Education Research | September 2023
Publication S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs Sarkar Snigdha Sarathi Das, Chirag Shah, Mengting Wan, Jennifer Neville, Longqi Yang, Reid Andersen, Georg Buscher, Tara Safavi September 2023 Project
Publication Investigating self-supervised learning for predicting stress and stressors from passive sensing Harish Haresamudram, Jina Suh, Javier Hernandez, Jenna Butler, Ahad Chaudhry, Longqi Yang, Koustuv Saha, Mary Czerwinski September 2023
Publication Effective Self-supervised Pre-training on Low-compute networks without Distillation Fuwen Tan, Fatemeh Saleh, Brais Martínez ICLR 2023 | September 2023
Publication An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation Wentao Yu, Yifei Shen, Hengtao He, Xianghao Yu, Shenghui Song, Jun Zhang, Khaled Ben Letaief IEEE Journal of Selected Topics in Signal Processing | September 2023 Project: Mean field asymptotics in machine learning and networking
Publication PwR: Exploring the Role of Representations in Conversational Programming Pradyumna YM, Vinod Ganesan, Dinesh Kumar Arumugam, Meghna Gupta, Nischith Shadagopan, Tanay Dixit, Sameer Segal, Pratyush Kumar, Mohit Jain, Sriram Rajamani September 2023 Github Project Project
Publication Robust Situational Reinforcement Learning in Face of Context Disturbances Jinpeng Zhang, Yufeng Zheng, Chuheng Zhang, Li Zhao, Lei Song, Yuan Zhou, Jiang Bian Proceedings of the 40th International Conference on Machine Learning (ICML) | September 2023