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Xiaoyu Liu 0003
Person information
- affiliation: University of Maryland, College Park, Department of Computer Science, MD, USA
- affiliation (former): Colorado State University, Fort Collins, CO, USA
Other persons with the same name
- Xiaoyu Liu (aka: XiaoYu Liu, Xiao-yu Liu, Xiao-Yu Liu) — disambiguation page
- Xiaoyu Liu 0001
— Nanjing University of Posts and Telecommunications, College of Telecommunications and Information Engineering, Nanjing, China
- Xiaoyu Liu 0002 — Nanjing University of Science and Technology, School of Electronic and Optical Engineering, Nanjing, China
- Xiaoyu Liu 0004
— University of Electronic Science and Technology of China, Department of Electrical Engineering, Chengdu, China
- Xiaoyu Liu 0005 — Tianjin University, Tianjin, China
- Xiaoyu Liu 0006 — University of Würzburg, Computer Vision Lab, Würzburg, Germany
- Xiaoyu Liu 0007 — Texas A&M University at Galveston, Department of Marine Sciences, Galveston, TX, USA
- Xiaoyu Liu 0008
— Beihang University, School of Aeronautic Science and Engineering, Beijing, China
- Xiaoyu Liu 0009 — Wright State University, Department of Mathematics and Statistics, Dayton, OH, USA (and 1 more)
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2020 – today
- 2024
- [c10]Jordi Pons, Xiaoyu Liu, Santiago Pascual, Joan Serrà:
GASS: Generalizing Audio Source Separation with Large-Scale Data. ICASSP 2024: 546-550 - [c9]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:
DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization. ICLR 2024 - [i16]Tahseen Rabbani, Jiahao Su, Xiaoyu Liu, David Chan, Geoffrey Sangston, Furong Huang:
conv_einsum: A Framework for Representation and Fast Evaluation of Multilinear Operations in Convolutional Tensorial Neural Networks. CoRR abs/2401.03384 (2024) - [i15]Xiyao Wang, Yuhang Zhou, Xiaoyu Liu, Hongjin Lu, Yuancheng Xu, Feihong He, Jaehong Yoon, Taixi Lu, Gedas Bertasius, Mohit Bansal, Huaxiu Yao, Furong Huang:
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences. CoRR abs/2401.10529 (2024) - [i14]Yifan Yang, Xiaoyu Liu, Qiao Jin, Furong Huang, Zhiyong Lu:
Unmasking and Quantifying Racial Bias of Large Language Models in Medical Report Generation. CoRR abs/2401.13867 (2024) - [i13]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:
Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey. CoRR abs/2403.09606 (2024) - [i12]Mucong Ding, Yuancheng Xu, Tahseen Rabbani, Xiaoyu Liu, Brian J. Gravelle, Teresa M. Ranadive, Tai-Ching Tuan, Furong Huang:
Calibrated Dataset Condensation for Faster Hyperparameter Search. CoRR abs/2405.17535 (2024) - [i11]Xiyang Wu, Tianrui Guan, Dianqi Li, Shuaiyi Huang, Xiaoyu Liu, Xijun Wang, Ruiqi Xian, Abhinav Shrivastava, Furong Huang, Jordan Lee Boyd-Graber, Tianyi Zhou, Dinesh Manocha:
AUTOHALLUSION: Automatic Generation of Hallucination Benchmarks for Vision-Language Models. CoRR abs/2406.10900 (2024) - [i10]Yuhang Zhou, Jing Zhu, Paiheng Xu, Xiaoyu Liu, Xiyao Wang, Danai Koutra, Wei Ai, Furong Huang:
Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation. CoRR abs/2406.13114 (2024) - 2023
- [c8]Xiaoyu Liu, Xu Li, Joan Serrà:
Quantitative Evidence on Overlooked Aspects of Enrollment Speaker Embeddings for Target Speaker Separation. ICASSP 2023: 1-5 - [c7]Xiaoyu Liu, Hanlin Lu, Jianbo Yuan, Xinyu Li:
CAT: Causal Audio Transformer for Audio Classification. ICASSP 2023: 1-5 - [c6]Xiaoyu Liu, Jiaxin Yuan, Bang An, Yuancheng Xu, Yifan Yang, Furong Huang:
C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder. NeurIPS 2023 - [c5]Hao-Wen Dong, Xiaoyu Liu, Jordi Pons, Gautam Bhattacharya, Santiago Pascual, Joan Serrà, Taylor Berg-Kirkpatrick, Julian J. McAuley
:
CLIPSonic: Text-to-Audio Synthesis with Unlabeled Videos and Pretrained Language-Vision Models. WASPAA 2023: 1-5 - [i9]Xiaoyu Liu, Hanlin Lu, Jianbo Yuan, Xinyu Li:
CAT: Causal Audio Transformer for Audio Classification. CoRR abs/2303.07626 (2023) - [i8]Hao-Wen Dong, Xiaoyu Liu, Jordi Pons, Gautam Bhattacharya, Santiago Pascual, Joan Serrà, Taylor Berg-Kirkpatrick, Julian J. McAuley:
CLIPSonic: Text-to-Audio Synthesis with Unlabeled Videos and Pretrained Language-Vision Models. CoRR abs/2306.09635 (2023) - [i7]Jordi Pons, Xiaoyu Liu, Santiago Pascual, Joan Serrà:
GASS: Generalizing Audio Source Separation with Large-scale Data. CoRR abs/2310.00140 (2023) - [i6]Xiaoyu Liu, Jiaxin Yuan, Bang An, Yuancheng Xu, Yifan Yang, Furong Huang:
C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder. CoRR abs/2310.17325 (2023) - [i5]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:
DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization. CoRR abs/2310.19668 (2023) - [i4]Yuhang Zhou, Paiheng Xu, Xiaoyu Liu, Bang An, Wei Ai, Furong Huang:
Explore Spurious Correlations at the Concept Level in Language Models for Text Classification. CoRR abs/2311.08648 (2023) - 2022
- [j1]Jiahao Su, Jingling Li, Xiaoyu Liu, Teresa M. Ranadive, Christopher J. Coley, Tai-Ching Tuan, Furong Huang:
Compact Neural Architecture Designs by Tensor Representations. Frontiers Artif. Intell. 5: 728761 (2022) - [c4]Xiaoyu Liu, Jiahao Su, Furong Huang:
Tuformer: Data-driven Design of Transformers for Improved Generalization or Efficiency. ICLR 2022 - [i3]Xiaoyu Liu, Xu Li, Joan Serrà:
Quantitative Evidence on Overlooked Aspects of Enrollment Speaker Embeddings for Target Speaker Separation. CoRR abs/2210.12635 (2022) - 2021
- [c3]Xiaoyu Liu, Jordi Pons:
On Permutation Invariant Training For Speech Source Separation. ICASSP 2021: 6-10 - [i2]Xiaoyu Liu, Jordi Pons:
On permutation invariant training for speech source separation. CoRR abs/2102.04945 (2021) - 2020
- [c2]Berkan Kadioglu, Michael Horgan, Xiaoyu Liu, Jordi Pons, Dan Darcy, Vivek Kumar:
An Empirical Study of Conv-Tasnet. ICASSP 2020: 7264-7268 - [i1]Berkan Kadioglu, Michael Horgan, Xiaoyu Liu, Jordi Pons, Dan Darcy, Vivek Kumar:
An empirical study of Conv-TasNet. CoRR abs/2002.08688 (2020)
2010 – 2019
- 2016
- [c1]Mmanu Chaturvedi, Tomojit Ghosh
, Michael Kirby, Xiaoyu Liu, Xiaofeng Ma, Shannon Stiverson:
Explorations in Very Early Prognosis of the Human Immune Response to Influenza. BCB 2016: 562-570
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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