Publication MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering Mahmoud Khademi, Ziyi Yang, Felipe Vieira Frujeri, Chenguang Zhu Empirical Methods in Natural Language Processing | December 2023
Publication Aegis: Attribution of Control Plane Change Impact across Layers and Components for Cloud Systems ..., Qingwei Lin 林庆维, ... December 2023
Publication Datasets and Foundation Models for Landsat Imagery Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee Advances in Neural Information Processing Systems (NeurIPS 2023) | December 2023 Project Project Project
Publication Parameter-Efficient Fine-Tuning of Protein Language Models Improves Prediction of Protein-Protein Interactions Samuel Sledzieski, Meghana Kshirsagar, Bonnie Berger, Rahul Dodhia, Juan M. Lavista Ferres Machine Learning for Structural Biology Workshop, NeurIPS | December 2023 Project
Publication Distributional Pareto-Optimal Multi-Objective Reinforcement Learning Xinqiang Cai, Pushi Zhang, Li Zhao, Jiang Bian, Masashi Sugiyama, Ashley J. Llorens Neural Information Processing Systems | December 2023
Publication Ranking LLM-Generated Loop Invariants for Program Verification Saikat Chakraborty, Shuvendu Lahiri, Sarah Fakhoury, Madan Musuvathi, Akash Lal, Aseem Rastogi, Nikhil Swamy, Rahul Sharma Empirical Methods in Natural Language Processing | December 2023 EMNLP-Findings 2023 Github Project
Publication Composable Coresets for Determinant Maximization: Greedy is Almost Optimal Siddharth Gollapudi, Sepideh Mahabadi, Varun Sivashankar NeurIPS 2023 | December 2023
Publication Decoder-only Modeling for Speech Jinyu Li December 2023 December 2023 Invited Talk at NTU and SJTU
Publication Large-Scale Streaming End-to-End Speech Translation Jinyu Li December 2023 December 2023 Invited Talk at NTU and SJTU
Publication Building High-accuracy Multilingual ASR with Gated Language Experts and Curriculum Training Eric Sun, Jinyu Li, Yuxuan Hu, Yimeng Zhu, Long Zhou, Jian Xue, Peidong Wang, Linquan Liu, Shujie Liu, Edward Lin, Yifan Gong December 2023