Xiaoyu Liu

According to our database, Xiaoyu Liu authored at least 23 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration with Improved Intelligibility.

Xiaoyu Liu, Xu Li, Joan Serrà, Santiago Pascual

CoRR, 2024

CSRec: Rethinking Sequential Recommendation from A Causal Perspective.

Xiaoyu Liu, Jiaxin Yuan, Yuhang Zhou, Jingling Li, Furong Huang, Wei Ai

CoRR, 2024

Calibrated Dataset Condensation for Faster Hyperparameter Search.

Mucong Ding, Yuancheng Xu, Tahseen Rabbani, Xiaoyu Liu, Brian J. Gravelle, Teresa M. Ranadive, Tai-Ching Tuan, Furong Huang

CoRR, 2024

Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey.

Xiaoyu Liu, Paiheng Xu, Junda Wu, Jiaxin Yuan, Yifan Yang, Yuhang Zhou, Fuxiao Liu, Tianrui Guan, Haoliang Wang, Tong Yu, Julian J. McAuley, Wei Ai, Furong Huang

CoRR, 2024

Unmasking and Quantifying Racial Bias of Large Language Models in Medical Report Generation.

Yifan Yang, Xiaoyu Liu, Qiao Jin, Furong Huang, Zhiyong Lu

CoRR, 2024

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences.

Xiyao Wang, Yuhang Zhou, Xiaoyu Liu, Hongjin Lu, Yuancheng Xu, Feihong He, Jaehong Yoon, Taixi Lu, Gedas Bertasius, Mohit Bansal, Huaxiu Yao, Furong Huang

CoRR, 2024

conv_einsum: A Framework for Representation and Fast Evaluation of Multilinear Operations in Convolutional Tensorial Neural Networks.

Tahseen Rabbani, Jiahao Su, Xiaoyu Liu, David Chan, Geoffrey Sangston, Furong Huang

CoRR, 2024

DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization.

Guowei Xu, Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Zhecheng Yuan, Tianying Ji, Yu Luo, Xiaoyu Liu, Jiaxin Yuan, Pu Hua, Shuzhen Li, Yanjie Ze, Hal Daumé III, Furong Huang, Huazhe Xu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

GASS: Generalizing Audio Source Separation with Large-Scale Data.

Jordi Pons, Xiaoyu Liu, Santiago Pascual, Joan Serrà

Proceedings of the IEEE International Conference on Acoustics, 2024

Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation.

Yuhang Zhou, Jing Zhu, Paiheng Xu, Xiaoyu Liu, Xiyao Wang, Danai Koutra, Wei Ai, Furong Huang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models.

Xiyang Wu, Tianrui Guan, Dianqi Li, Shuaiyi Huang, Xiaoyu Liu, Xijun Wang, Ruiqi Xian, Abhinav Shrivastava, Furong Huang, Jordan L. Boyd-Graber, Tianyi Zhou, Dinesh Manocha

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Hallusionbench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models.

Tianrui Guan, Fuxiao Liu, Xiyang Wu, Ruiqi Xian, Zongxia Li, Xiaoyu Liu, Xijun Wang, Lichang Chen, Furong Huang, Yaser Yacoob, Dinesh Manocha, Tianyi Zhou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Explore Spurious Correlations at the Concept Level in Language Models for Text Classification.

Yuhang Zhou, Paiheng Xu, Xiaoyu Liu, Bang An, Wei Ai, Furong Huang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences.

Xiyao Wang, Yuhang Zhou, Xiaoyu Liu, Hongjin Lu, Yuancheng Xu, Feihong He, Jaehong Yoon, Taixi Lu, Fuxiao Liu, Gedas Bertasius, Mohit Bansal, Huaxiu Yao, Furong Huang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

CLIPSonic: Text-to-Audio Synthesis with Unlabeled Videos and Pretrained Language-Vision Models.

Hao-Wen Dong, Xiaoyu Liu, Jordi Pons, Gautam Bhattacharya, Santiago Pascual, Joan Serrà, Taylor Berg-Kirkpatrick, Julian J. McAuley

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder.

Xiaoyu Liu, Jiaxin Yuan, Bang An, Yuancheng Xu, Yifan Yang, Furong Huang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CAT: Causal Audio Transformer for Audio Classification.

Xiaoyu Liu, Hanlin Lu, Jianbo Yuan, Xinyu Li

Proceedings of the IEEE International Conference on Acoustics, 2023

Quantitative Evidence on Overlooked Aspects of Enrollment Speaker Embeddings for Target Speaker Separation.

Xiaoyu Liu, Xu Li, Joan Serrà

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Compact Neural Architecture Designs by Tensor Representations.

Jiahao Su, Jingling Li, Xiaoyu Liu, Teresa M. Ranadive, Christopher J. Coley, Tai-Ching Tuan, Furong Huang

Frontiers Artif. Intell., 2022

Tuformer: Data-driven Design of Transformers for Improved Generalization or Efficiency.

Xiaoyu Liu, Jiahao Su, Furong Huang

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

On Permutation Invariant Training For Speech Source Separation.

Xiaoyu Liu, Jordi Pons

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

An Empirical Study of Conv-Tasnet.

Berkan Kadioglu, Michael Horgan, Xiaoyu Liu, Jordi Pons, Dan Darcy, Vivek Kumar

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2016

Explorations in Very Early Prognosis of the Human Immune Response to Influenza.

Mmanu Chaturvedi, Tomojit Ghosh, Michael Kirby, Xiaoyu Liu, Xiaofeng Ma, Shannon Stiverson

Proceedings of the 7th ACM International Conference on Bioinformatics, 2016