Xiaoyu Liu - RankMe

42 papers A* 5Misc 6Journal 23Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	PersonaLedger: Generating Realistic Financial Transactions with Persona Conditioned LLMs and Rule Grounded Feedback. CoRR Dehao Yuan, Tyler Farnan, Stefan Tesliuc, Doron L. Bergman, Yulun Wu, Xiaoyu Liu, Minghui Liu, James Montgomery, Nam H. Nguyen, C. Bayan Bruss, Furong Huang
2025	A*	`conf`	CSRec: Rethinking Sequential Recommendation from A Causal Perspective. SIGIR Xiaoyu Liu, Jiaxin Yuan, Yuhang Zhou, Jingling Li, Furong Huang, Wei Ai
2025	—	`conf`	DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data. EMNLP (Findings) Yuhang Zhou, Jing Zhu, Shengyi Qian, Zhuokai Zhao, Xiyao Wang, Xiaoyu Liu, Ming Li, Paiheng Xu, Wei Ai, Furong Huang
2025	J	`jnl`	DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data. CoRR Yuhang Zhou, Jing Zhu, Shengyi Qian, Zhuokai Zhao, Xiyao Wang, Xiaoyu Liu, Ming Li, Paiheng Xu, Wei Ai, Furong Huang
2025	Misc	`conf`	Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration With Improved Intelligibility. ICASSP Xiaoyu Liu, Xu Li, Joan Serrà, Santiago Pascual
2025	—	`conf`	Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey. NAACL (Findings) 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
2025	J	`jnl`	ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs. CoRR Xiyao Wang, Zhengyuan Yang, Chao Feng, Yongyuan Liang, Yuhang Zhou, Xiaoyu Liu, Ziyi Zang, Ming Li, Chung-Ching Lin, Kevin Lin, Linjie Li, Furong Huang, Lijuan Wang
2024	J	`jnl`	AUTOHALLUSION: Automatic Generation of Hallucination Benchmarks for Vision-Language Models. CoRR 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
2024	—	`conf`	AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models. EMNLP (Findings) 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
2024	J	`jnl`	CSRec: Rethinking Sequential Recommendation from A Causal Perspective. CoRR Xiaoyu Liu, Jiaxin Yuan, Yuhang Zhou, Jingling Li, Furong Huang, Wei Ai
2024	J	`jnl`	Calibrated Dataset Condensation for Faster Hyperparameter Search. CoRR Mucong Ding, Yuancheng Xu, Tahseen Rabbani, Xiaoyu Liu, Brian J. Gravelle, Teresa M. Ranadive, Tai-Ching Tuan, Furong Huang
2024	A*	`conf`	DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization. ICLR 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
2024	J	`jnl`	Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine. CoRR Yifan Yang, Qiao Jin, Robert Leaman, Xiaoyu Liu, Guangzhi Xiong, Maame Sarfo-Gyamfi, Changlin Gong, Santiago Ferrière-Steinert, W. John Wilbur, Xiaojun Li, Jiaxin Yuan, Bang An, Kelvin S. Castro, Francisco Erramuspe Álvarez, Matías Stockle, Aidong Zhang, Furong Huang, Zhiyong Lu
2024	—	`conf`	Explore Spurious Correlations at the Concept Level in Language Models for Text Classification. ACL (1) Yuhang Zhou, Paiheng Xu, Xiaoyu Liu, Bang An, Wei Ai, Furong Huang
2024	Misc	`conf`	GASS: Generalizing Audio Source Separation with Large-Scale Data. ICASSP Jordi Pons, Xiaoyu Liu, Santiago Pascual, Joan Serrà
2024	A*	`conf`	Hallusionbench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models. CVPR Tianrui Guan, Fuxiao Liu, Xiyang Wu, Ruiqi Xian, Zongxia Li, Xiaoyu Liu, Xijun Wang, Lichang Chen, Furong Huang, Yaser Yacoob, Dinesh Manocha, Tianyi Zhou
2024	J	`jnl`	Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration with Improved Intelligibility. CoRR Xiaoyu Liu, Xu Li, Joan Serrà, Santiago Pascual
2024	J	`jnl`	Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey. CoRR 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
2024	—	`conf`	Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences. ACL (1) 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
2024	J	`jnl`	Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences. CoRR Xiyao Wang, Yuhang Zhou, Xiaoyu Liu, Hongjin Lu, Yuancheng Xu, Feihong He, Jaehong Yoon, Taixi Lu, Gedas Bertasius, Mohit Bansal, Huaxiu Yao, Furong Huang
2024	—	`conf`	Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation. EMNLP (Findings) Yuhang Zhou, Jing Zhu, Paiheng Xu, Xiaoyu Liu, Xiyao Wang, Danai Koutra, Wei Ai, Furong Huang
2024	J	`jnl`	Multi-Stage Balanced Distillation: Addressing Long-Tail Challenges in Sequence-Level Knowledge Distillation. CoRR Yuhang Zhou, Jing Zhu, Paiheng Xu, Xiaoyu Liu, Xiyao Wang, Danai Koutra, Wei Ai, Furong Huang
2024	J	`jnl`	Unmasking and Quantifying Racial Bias of Large Language Models in Medical Report Generation. CoRR Yifan Yang, Xiaoyu Liu, Qiao Jin, Furong Huang, Zhiyong Lu
2024	J	`jnl`	conv_einsum: A Framework for Representation and Fast Evaluation of Multilinear Operations in Convolutional Tensorial Neural Networks. CoRR Tahseen Rabbani, Jiahao Su, Xiaoyu Liu, David Chan, Geoffrey Sangston, Furong Huang
2023	A*	`conf`	C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder. NeurIPS Xiaoyu Liu, Jiaxin Yuan, Bang An, Yuancheng Xu, Yifan Yang, Furong Huang
2023	J	`jnl`	C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of Confounder. CoRR Xiaoyu Liu, Jiaxin Yuan, Bang An, Yuancheng Xu, Yifan Yang, Furong Huang
2023	Misc	`conf`	CAT: Causal Audio Transformer for Audio Classification. ICASSP Xiaoyu Liu, Hanlin Lu, Jianbo Yuan, Xinyu Li
2023	J	`jnl`	CAT: Causal Audio Transformer for Audio Classification. CoRR Xiaoyu Liu, Hanlin Lu, Jianbo Yuan, Xinyu Li
2023	—	`conf`	CLIPSonic: Text-to-Audio Synthesis with Unlabeled Videos and Pretrained Language-Vision Models. WASPAA Hao-Wen Dong, Xiaoyu Liu, Jordi Pons, Gautam Bhattacharya, Santiago Pascual, Joan Serrà, Taylor Berg-Kirkpatrick, Julian J. McAuley
2023	J	`jnl`	CLIPSonic: Text-to-Audio Synthesis with Unlabeled Videos and Pretrained Language-Vision Models. CoRR Hao-Wen Dong, Xiaoyu Liu, Jordi Pons, Gautam Bhattacharya, Santiago Pascual, Joan Serrà, Taylor Berg-Kirkpatrick, Julian J. McAuley
2023	J	`jnl`	DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization. CoRR 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
2023	J	`jnl`	Explore Spurious Correlations at the Concept Level in Language Models for Text Classification. CoRR Yuhang Zhou, Paiheng Xu, Xiaoyu Liu, Bang An, Wei Ai, Furong Huang
2023	J	`jnl`	GASS: Generalizing Audio Source Separation with Large-scale Data. CoRR Jordi Pons, Xiaoyu Liu, Santiago Pascual, Joan Serrà
2023	Misc	`conf`	Quantitative Evidence on Overlooked Aspects of Enrollment Speaker Embeddings for Target Speaker Separation. ICASSP Xiaoyu Liu, Xu Li, Joan Serrà
2022	J	`jnl`	Compact Neural Architecture Designs by Tensor Representations. Frontiers Artif. Intell. Jiahao Su, Jingling Li, Xiaoyu Liu, Teresa M. Ranadive, Christopher J. Coley, Tai-Ching Tuan, Furong Huang
2022	J	`jnl`	Quantitative Evidence on Overlooked Aspects of Enrollment Speaker Embeddings for Target Speaker Separation. CoRR Xiaoyu Liu, Xu Li, Joan Serrà
2022	A*	`conf`	Tuformer: Data-driven Design of Transformers for Improved Generalization or Efficiency. ICLR Xiaoyu Liu, Jiahao Su, Furong Huang
2021	Misc	`conf`	On Permutation Invariant Training For Speech Source Separation. ICASSP Xiaoyu Liu, Jordi Pons
2021	J	`jnl`	On permutation invariant training for speech source separation. CoRR Xiaoyu Liu, Jordi Pons
2020	Misc	`conf`	An Empirical Study of Conv-Tasnet. ICASSP Berkan Kadioglu, Michael Horgan, Xiaoyu Liu, Jordi Pons, Dan Darcy, Vivek Kumar
2020	J	`jnl`	An empirical study of Conv-TasNet. CoRR Berkan Kadioglu, Michael Horgan, Xiaoyu Liu, Jordi Pons, Dan Darcy, Vivek Kumar
2016	—	`conf`	Explorations in Very Early Prognosis of the Human Immune Response to Influenza. BCB Mmanu Chaturvedi, Tomojit Ghosh, Michael Kirby, Xiaoyu Liu, Xiaofeng Ma, Shannon Stiverson