Liu, Fangyu

11 publications

ICLR 2025 The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation Fredrik Carlsson, Fangyu Liu, Daniel Ward, Murathan Kurfali, Joakim Nivre

NeurIPS 2024 ReMI: A Dataset for Reasoning with Multiple Images Mehran Kazemi, Nishanth Dikkala, Ankit Anand, Petar Devic, Ishita Dasgupta, Fangyu Liu, Bahare Fatemi, Pranjal Awasthi, Dee Guo, Sreenivas Gollapudi, Ahmed Qureshi

ICLRW 2024 Sparkles: Unlocking Chats Across Multiple Images for Multimodal Instruction-Following Models Yupan Huang, Zaiqiao Meng, Fangyu Liu, Yixuan Su, Nigel Collier, Yutong Lu

ICML 2023 Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding Kenton Lee, Mandar Joshi, Iulia Raluca Turc, Hexiang Hu, Fangyu Liu, Julian Martin Eisenschlos, Urvashi Khandelwal, Peter Shaw, Ming-Wei Chang, Kristina Toutanova

ICML 2022 IGLUE: A Benchmark for Transfer Learning Across Modalities, Tasks, and Languages Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulić

ICLR 2022 Trans-Encoder: Unsupervised Sentence-Pair Modelling Through Self- and Mutual-Distillations Fangyu Liu, Yunlong Jiao, Jordan Massiah, Emine Yilmaz, Serhii Havrylov

WACV 2021 DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation Jia-Hong Huang, C.-H. Huck Yang, Fangyu Liu, Meng Tian, Yi-Chieh Liu, Ting-Wei Wu, I-Hung Lin, Kang Wang, Hiromasa Morikawa, Hernghua Chang, Jesper Tegner, Marcel Worring

AAAI 2021 Visual Pivoting for (Unsupervised) Entity Alignment Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier

NeurIPSW 2021 Visually Grounded Reasoning Across Languages and Cultures Fangyu Liu, Emanuele Bugliarello, Edoardo Ponti, Siva Reddy, Nigel Collier, Desmond Elliott

AAAI 2020 HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs Fangyu Liu, Rongtian Ye, Xun Wang, Shuaipeng Li

ICCV 2017 3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-Scale 3D Point Clouds Fangyu Liu, Shuaipeng Li, Liqiang Zhang, Chenghu Zhou, Rongtian Ye, Yuebin Wang, Jiwen Lu