Publication CODEFUSION: A Pre-trained Diffusion Model for Code Generation Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen, Carina Negreanu EMNLP 2023 | November 2023 Video
Publication STEAM: Observability-Preserving Trace Sampling Shilin He, Botao Feng, Liqun Li, Xu Zhang, Yu Kang, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang ESEC/FSE 2023 | November 2023 Project Project
Publication Enhancing Network Management Using Code Generated by Large Language Models Sathiya Kumaran Mani, Yajie Zhou, Kevin Hsieh, Santiago Segarra, Trevor Eberl, Eliran Azulai, Ido Frizler, Ranveer Chandra, Srikanth Kandula ACM Workshop on Hot Topics in Networks (HotNets) | November 2023 Github
Publication PEMA: Plug-in External Memory Adaptation for Language Models HyunJin Kim, Young Jin Kim, JinYeong Bak November 2023
Publication Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andrés Hernández, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Andrés Link, Pablo Arbeláez, Rahul Dodhia, Juan M. Lavista Ferres November 2023 Project
Publication Can Large Language Models Support Medical Facilitation Work? A Speculative Analysis Najeeb G. Abdulhamid, Millicent Ochieng, Kalika Bali, Elizabeth Ankrah, Naveena Karusala, Keshet Ronen, Jacki O'Neill 4th African Human Computer Interaction Conference Proceedings (AfriCHI) | November 2023
Publication Assess and Summarize: Improve Outage Understanding with Large Language Models Pengxiang Jin, Shenglin Zhang, Minghua Ma, Haozhe Li, Yu Kang, Liqun Li, Yudong Liu, Bo Qiao, Chaoyun Zhang, Pu Zhao, Shilin He, Federica Sarro, Yingnong Dang, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang ESEC/FSE 2023 | November 2023 Project Project
Publication OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation Kuntai Du, Yihan Liu, Qizheng Zhang, Haodong Wwang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang ACM Symposium on Cloud Computing (SoCC) | November 2023
Publication TSTR: Target Similarity Tuning Meets the Real World Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Ananya Singha, Mukul Singh, Gust Verbruggen Findings of EMNLP 2023 | November 2023 Video
Publication Tree Prompting: Efficient Task Adaptation without Fine-Tuning Chandan Singh, Jianfeng Gao EMNLP | November 2023