Publication Certainly Uncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness Khyathi Raghavi Chandu, Linjie Li, Anas Awadalla, Ximing Lu, J. Park, Jack Hessel, Lijuan Wang, Yejin Choi ICLR 2025 | July 2024
Publication SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation Yifan Xiong, Yuting Jiang, Ziyue Yang, Lei Qu, Guoshuai Zhao, Shuguang Liu, Dong Zhong, Boris Pinzur, Jie Zhang, Yang Wang, Jithin Jose, Hossein Pourreza, Jeff Baxter, Kushal Datta, Prabhat Ram, Luke Melton, Joe Chau, Peng Cheng, Yongqiang Xiong, Lidong Zhou USENIX ATC | July 2024 Best Paper Award
Publication Language-guided Skill Learning with Temporal Variational Inference Haotian Fu, Pratyusha Sharma, Elias Stengel-Eskin, George Konidaris, Nicolas Le Roux, Marc-Alexandre Côté, Xingdi Yuan ICML 2024 | July 2024
Publication nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training Zhiqi Lin, Youshan Miao, Quanlu Zhang, Fan Yang, Yi Zhu, Cheng Li, Saeed Maleki, Xu Cao, Ning Shang, Yilei Yang, Weijiang Xu, Mao Yang, Lintao Zhang, Lidong Zhou OSDI | July 2024 Github
Publication How Far Can Fairness Constraints Help Recover From Biased Data? Mohit Sharma, Amit Deshpande ICML 2024 | July 2024
Publication A Universal Transfer Theorem for Convex Optimization Algorithms Using Inexact First-order Oracles Amitabh Basu, Hongyi Jiang, Phillip Kerger, Marco Molinaro International Conference on Machine Learning | July 2024
Publication VisEval: A Benchmark for Data Visualization in the Era of Large Language Models Nan Chen, Yuge Zhang, Jiahang Xu, Kan Ren, Yuqing Yang IEEE Transactions on Visualization and Computer Graphics | July 2024 Best paper VIS2024 Github
Publication Scribble: Auto-Generated 2D Avatars with Diverse and Inclusive Art-Direction Lohit Petikam, Charlie Hewitt, Shideh Rezaeifar SIGGRAPH | July 2024
Publication Report on The Search Futures Workshop at ECIR 2024 Leif Azzopardi, Charles L. A. Clarke, Paul Kantor, Bhaskar Mitra, Johanne R. Trippas, Zhaochun Ren SIGIR Forum | July 2024
Publication The Vision of Autonomic Computing: Can LLMs Make It a Reality? Zhiyang Zhang, Fangkai Yang, Xiaoting Qin, Jue Zhang, Qingwei Lin 林庆维, Gong Cheng, Dongmei Zhang, Saravan Rajmohan, Qi Zhang July 2024