Xuxi Chen - RankMe

47 papers A* 19Journal 22Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Deep Learning for Accurate Diagnosis of Viral Infections through scRNA-seq Analysis: A Comprehensive Benchmark Study. J. Data-centric Mach. Learn. Res. Ziwei Yang, Xuxi Chen, Biqing Zhu, Tianlong Chen, Zhangyang Wang
2025	—	`conf`	Extracting and Understanding the Superficial Knowledge in Alignment. NAACL (Long Papers) Runjin Chen, Gabriel J. Perin, Xuxi Chen, Xilun Chen, Yan Han, Nina S. T. Hirata, Junyuan Hong, Bhavya Kailkhura
2025	J	`jnl`	Extracting and Understanding the Superficial Knowledge in Alignment. CoRR Runjin Chen, Gabriel J. Perin, Xuxi Chen, Xilun Chen, Yan Han, Nina S. T. Hirata, Junyuan Hong, Bhavya Kailkhura
2025	J	`jnl`	LoX: Low-Rank Extrapolation Robustifies LLM Safety Against Fine-tuning. CoRR Gabriel J. Perin, Runjin Chen, Xuxi Chen, Nina S. T. Hirata, Zhangyang Wang, Junyuan Hong
2025	J	`jnl`	Make Optimization Once and for All with Fine-grained Guidance. CoRR Mingjia Shi, Ruihan Lin, Xuxi Chen, Yuhao Zhou, Zezhen Ding, Pingzhi Li, Tong Wang, Kai Wang, Zhangyang Wang, Jiheng Zhang, Tianlong Chen
2024	—	`conf`	Cross-Quality Few-Shot Transfer for Alloy Yield Strength Prediction: A New Materials Science Benchmark and A Sparsity-Oriented Optimization Framework. CPAL Xuxi Chen, Tianlong Chen, Everardo Yeriel Olivares, Kate Elder, Scott McCall, Aurelien Perron, Joseph McKeown, Bhavya Kailkhura, Zhangyang Wang, Brian Gallagher
2024	A*	`conf`	Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality. ICLR Xuxi Chen, Yu Yang, Zhangyang Wang, Baharan Mirzasoleiman
2024	A*	`conf`	L2B: Learning to Bootstrap Robust Models for Combating Label Noise. CVPR Yuyin Zhou, Xianhang Li, Fengze Liu, Qingyue Wei, Xuxi Chen, Lequan Yu, Cihang Xie, Matthew P. Lungren, Lei Xing
2024	J	`jnl`	One is Not Enough: Parameter-Efficient Fine-Tuning With Multiplicative Sparse Factorization. IEEE J. Sel. Top. Signal Process. Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed Hassan Awadallah, Zhangyang Wang
2024	—	`conf`	RankMean: Module-Level Importance Score for Merging Fine-tuned LLM Models. ACL (Findings) Gabriel J. Perin, Xuxi Chen, Shusen Liu, Bhavya Kailkhura, Zhangyang Wang, Brian Gallagher
2024	A*	`conf`	Sparse MoE with Language Guided Routing for Multilingual Machine Translation. ICLR Xinyu Zhao, Xuxi Chen, Yu Cheng, Tianlong Chen
2024	J	`jnl`	Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization. CoRR Xuxi Chen, Zhendong Wang, Daouda Sow, Junjie Yang, Tianlong Chen, Yingbin Liang, Mingyuan Zhou, Zhangyang Wang
2023	A*	`conf`	AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts. ICCV Tianlong Chen, Xuxi Chen, Xianzhi Du, Abdullah Rashwan, Fan Yang, Huizhong Chen, Zhangyang Wang, Yeqing Li
2023	—	`conf`	DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models. ACL (1) Xuxi Chen, Tianlong Chen, Weizhu Chen, Ahmed Hassan Awadallah, Zhangyang Wang, Yu Cheng
2023	J	`jnl`	Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality. CoRR Xuxi Chen, Yu Yang, Zhangyang Wang, Baharan Mirzasoleiman
2023	A*	`conf`	HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing. ICLR Tianlong Chen, Chengyue Gong, Daniel Jesus Diaz, Xuxi Chen, Jordan Tyler Wells, Qiang Liu, Zhangyang Wang, Andrew D. Ellington, Alex Dimakis, Adam R. Klivans
2023	A*	`conf`	Is Attention All That NeRF Needs? ICLR Mukund Varma T., Peihao Wang, Xuxi Chen, Tianlong Chen, Subhashini Venugopalan, Zhangyang Wang
2023	A*	`conf`	Learning to Optimize Differentiable Games. ICML Xuxi Chen, Nelson Vadori, Tianlong Chen, Zhangyang Wang
2023	A*	`conf`	M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation. ICLR Junjie Yang, Xuxi Chen, Tianlong Chen, Zhangyang Wang, Yingbin Liang
2023	J	`jnl`	M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation. CoRR Junjie Yang, Xuxi Chen, Tianlong Chen, Zhangyang Wang, Yingbin Liang
2023	A*	`conf`	More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity. ICLR Shiwei Liu, Tianlong Chen, Xiaohan Chen, Xuxi Chen, Qiao Xiao, Boqian Wu, Tommi Kärkkäinen, Mykola Pechenizkiy, Decebal Constantin Mocanu, Zhangyang Wang
2023	J	`jnl`	Orca 2: Teaching Small Language Models How to Reason. CoRR Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andrés Codas, Clarisse Simões, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah
2023	J	`jnl`	Rethinking PGD Attack: Is Sign Function Necessary? CoRR Junjie Yang, Tianlong Chen, Xuxi Chen, Zhangyang Wang, Yingbin Liang
2023	A*	`conf`	Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together! ICLR Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen, Tianjin Huang, Ajay Kumar Jaiswal, Zhangyang Wang
2023	J	`jnl`	Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together! CoRR Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen, Tianjin Huang, Ajay Jaiswal, Zhangyang Wang
2022	A*	`conf`	Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation. NeurIPS Ziyu Jiang, Xuxi Chen, Xueqin Huang, Xianzhi Du, Denny Zhou, Zhangyang Wang
2022	A*	`conf`	Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets. ICML Tianlong Chen, Xuxi Chen, Xiaolong Ma, Yanzhi Wang, Zhangyang Wang
2022	J	`jnl`	Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets. CoRR Tianlong Chen, Xuxi Chen, Xiaolong Ma, Yanzhi Wang, Zhangyang Wang
2022	—	`conf`	DnA: Improving Few-Shot Transfer Learning with Low-Rank Decomposition and Alignment. ECCV (20) Ziyu Jiang, Tianlong Chen, Xuxi Chen, Yu Cheng, Luowei Zhou, Lu Yuan, Ahmed Awadallah, Zhangyang Wang
2022	J	`jnl`	Is Attention All NeRF Needs? CoRR Mukund Varma T., Peihao Wang, Xuxi Chen, Tianlong Chen, Subhashini Venugopalan, Zhangyang Wang
2022	J	`jnl`	Learning to Bootstrap for Combating Label Noise. CoRR Yuyin Zhou, Xianhang Li, Fengze Liu, Xuxi Chen, Lequan Yu, Cihang Xie, Matthew P. Lungren, Lei Xing
2022	J	`jnl`	More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity. CoRR Shiwei Liu, Tianlong Chen, Xiaohan Chen, Xuxi Chen, Qiao Xiao, Boqian Wu, Mykola Pechenizkiy, Decebal Constantin Mocanu, Zhangyang Wang
2022	—	`conf`	Scalable Learning to Optimize: A Learned Optimizer Can Train Big Models. ECCV (23) Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed Awadallah, Zhangyang Wang
2022	A*	`conf`	Sparse Winning Tickets are Data-Efficient Image Recognizers. NeurIPS Mukund Varma T., Xuxi Chen, Zhenyu Zhang, Tianlong Chen, Subhashini Venugopalan, Zhangyang Wang
2021	A*	`conf`	A Unified Lottery Ticket Hypothesis for Graph Neural Networks. ICML Tianlong Chen, Yongduo Sui, Xuxi Chen, Aston Zhang, Zhangyang Wang
2021	J	`jnl`	A Unified Lottery Ticket Hypothesis for Graph Neural Networks. CoRR Tianlong Chen, Yongduo Sui, Xuxi Chen, Aston Zhang, Zhangyang Wang
2021	J	`jnl`	DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models. CoRR Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Zhangyang Wang, Ahmed Hassan Awadallah
2021	A*	`conf`	Efficient Lottery Ticket Finding: Less Data is More. ICML Zhenyu Zhang, Xuxi Chen, Tianlong Chen, Zhangyang Wang
2021	J	`jnl`	Efficient Lottery Ticket Finding: Less Data is More. CoRR Zhenyu Zhang, Xuxi Chen, Tianlong Chen, Zhangyang Wang
2021	A*	`conf`	GANs Can Play Lottery Tickets Too. ICLR Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen
2021	J	`jnl`	GANs Can Play Lottery Tickets Too. CoRR Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen
2021	A*	`conf`	Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot? NeurIPS Xiaolong Ma, Geng Yuan, Xuan Shen, Tianlong Chen, Xuxi Chen, Xiaohan Chen, Ning Liu, Minghai Qin, Sijia Liu, Zhangyang Wang, Yanzhi Wang
2021	J	`jnl`	Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot? CoRR Xiaolong Ma, Geng Yuan, Xuan Shen, Tianlong Chen, Xuxi Chen, Xiaohan Chen, Ning Liu, Minghai Qin, Sijia Liu, Zhangyang Wang, Yanzhi Wang
2021	A*	`conf`	You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership. NeurIPS Xuxi Chen, Tianlong Chen, Zhenyu Zhang, Zhangyang Wang
2021	J	`jnl`	You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership. CoRR Xuxi Chen, Tianlong Chen, Zhenyu Zhang, Zhangyang Wang
2020	A*	`conf`	Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training. ICML Xuxi Chen, Wuyang Chen, Tianlong Chen, Ye Yuan, Chen Gong, Kewei Chen, Zhangyang Wang
2020	J	`jnl`	Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training. CoRR Xuxi Chen, Wuyang Chen, Tianlong Chen, Ye Yuan, Chen Gong, Kewei Chen, Zhangyang Wang