Shuo Yang - RankMe

60 papers A* 17Misc 1Journal 40Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	APEX: A Decoupled Memory-based Explorer for Asynchronous Aerial Object Goal Navigation. CoRR Daoxuan Zhang, Ping Chen, Xiaobo Xia, Xiu Su, Ruichen Zhen, Jianqiang Xiao, Shuo Yang
2026	J	`jnl`	CRAFT: Aligning Diffusion Models with Fine-Tuning Is Easier Than You Think. CoRR Zening Sun, Zhengpeng Xie, Lichen Bai, Shitong Shao, Shuo Yang, Zeke Xie
2026	J	`jnl`	ConLA: Contrastive Latent Action Learning from Human Videos for Robotic Manipulation. CoRR Weisheng Dai, Kai Lan, Jianyi Zhou, Bo Zhao, Xiu Su, Junwen Tong, Weili Guan, Shuo Yang
2026	J	`jnl`	Do All Individual Layers Help? An Empirical Study of Task-Interfering Layers in Vision-Language Models. CoRR Zhiming Liu, Yujie Wei, Lei Feng, Xiu Su, Xiaobo Xia, Weili Guan, Zeke Xie, Shuo Yang
2026	J	`jnl`	EgoGrasp: World-Space Hand-Object Interaction Estimation from Egocentric Videos. CoRR Hongming Fu, Wenjia Wang, Xiaozhen Qiao, Shuo Yang, Zheng Liu, Bo Zhao
2026	J	`jnl`	Guidance Matters: Rethinking the Evaluation Pitfall for Text-to-Image Generation. CoRR Dian Xie, Shitong Shao, Lichen Bai, Zikai Zhou, Bojun Chen, Shuo Yang, Jun Wu, Zeke Xie
2026	J	`jnl`	Inject Once Survive Later: Backdooring Vision-Language-Action Models to Persist Through Downstream Fine-tuning. CoRR Jianyi Zhou, Yujie Wei, Ruichen Zhen, Bo Zhao, Xiaobo Xia, Rui Shao, Xiu Su, Shuo Yang
2026	J	`jnl`	Learning to Accelerate Vision-Language-Action Models through Adaptive Visual Token Caching. CoRR Yujie Wei, Jiahan Fan, Jiyu Guo, Ruichen Zhen, Rui Shao, Xiu Su, Zeke Xie, Shuo Yang
2026	A*	`conf`	Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models. AAAI Yuchen Zhou, Jiayu Tang, Shuo Yang, Xiaoyan Xiao, Yuqin Dai, Wenhao Yang, Chao Gou, Xiaobo Xia, Tat-Seng Chua
2026	J	`jnl`	MEGG: replay via maximally extreme GGscore in incremental learning for neural recommendation models. Data Min. Knowl. Discov. Yunxiao Shi, Shuo Yang, Haimin Zhang, Li Wang, Yongze Wang, Qiang Wu, Min Xu
2026	J	`jnl`	Noisy Correspondence Rectification in Multimodal Clustering Space for Cross-Modal Matching. IEEE Trans. Pattern Anal. Mach. Intell. Shuo Yang, Yancheng Long, Yujie Wei, Zeke Xie, Hongxun Yao, Min Xu, Liqiang Nie
2026	J	`jnl`	Optimizing Few-Step Generation with Adaptive Matching Distillation. CoRR Lichen Bai, Zikai Zhou, Shitong Shao, Wenliang Zhong, Shuo Yang, Shuo Chen, Bojun Chen, Zeke Xie
2025	A*	`conf`	BOOD: Boundary-based Out-Of-Distribution Data Generation. ICML Qilin Liao, Shuo Yang, Bo Zhao, Ping Luo, Hengshuang Zhao
2025	J	`jnl`	BOOD: Boundary-based Out-Of-Distribution Data Generation. CoRR Qilin Liao, Shuo Yang, Bo Zhao, Ping Luo, Hengshuang Zhao
2025	J	`jnl`	Calibrated Multimodal Representation Learning with Missing Modalities. CoRR Xiaohao Liu, Xiaobo Xia, Jiaheng Wei, Shuo Yang, Xiu Su, See-Kiong Ng, Tat-Seng Chua
2025	J	`jnl`	Cognition-Driven Structural Prior for Instance-Dependent Label Transition Matrix Estimation. IEEE Trans. Neural Networks Learn. Syst. Ruiheng Zhang, Zhe Cao, Shuo Yang, Lingyu Si, Haoyang Sun, Lixin Xu, Fuchun Sun
2025	J	`jnl`	Diffusion Dataset Condensation: Training Your Diffusion Model Faster with Less Data. CoRR Rui Huang, Shitong Shao, Zikai Zhou, Pukun Zhao, Hangyu Guo, Tian Ye, Lichen Bai, Shuo Yang, Zeke Xie
2025	J	`jnl`	HiconAgent: History Context-aware Policy Optimization for GUI Agents. CoRR Xurui Zhou, Gongwei Chen, Yuquan Xie, Zaijing Li, Kaiwen Zhou, Shuai Wang, Shuo Yang, Zhuotao Tian, Rui Shao
2025	J	`jnl`	L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models. CoRR Xiaohao Liu, Xiaobo Xia, Weixiang Zhao, Manyi Zhang, Xianzhi Yu, Xiu Su, Shuo Yang, See-Kiong Ng, Tat-Seng Chua
2025	Misc	`conf`	Learning from Ambiguous Data with Hard Labels. ICASSP Zeke Xie, Zheng He, Nan Lu, Lichen Bai, Bao Li, Shuo Yang, Mingming Sun, Ping Li
2025	J	`jnl`	Learning from Ambiguous Data with Hard Labels. CoRR Zeke Xie, Zheng He, Nan Lu, Lichen Bai, Bao Li, Shuo Yang, Mingming Sun, Ping Li
2025	J	`jnl`	Logic Unseen: Revealing the Logical Blindspots of Vision-Language Models. CoRR Yuchen Zhou, Jiayu Tang, Shuo Yang, Xiaoyan Xiao, Yuqin Dai, Wenhao Yang, Chao Gou, Xiaobo Xia, Tat-Seng Chua
2025	J	`jnl`	MEGG: Replay via Maximally Extreme GGscore in Incremental Learning for Neural Recommendation Models. CoRR Yunxiao Shi, Shuo Yang, Haimin Zhang, Li Wang, Yongze Wang, Qiang Wu, Min Xu
2025	A*	`conf`	Stable Fair Graph Representation Learning with Lipschitz Constraint. ICML Qiang Chen, Zhongze Wu, Xiu Su, Xi Lin, Zhe Qu, Shan You, Shuo Yang, Chang Xu
2025	J	`jnl`	UtilGen: Utility-Centric Generative Data Augmentation with Dual-Level Task Adaptation. CoRR Jiyu Guo, Shuo Yang, Yiming Huang, Yancheng Long, Xiaobo Xia, Xiu Su, Bo Zhao, Zeke Xie, Liqiang Nie
2025	J	`jnl`	VLA-Pruner: Temporal-Aware Dual-Level Visual Token Pruning for Efficient Vision-Language-Action Inference. CoRR Ziyan Liu, Yeqiu Chen, Hongyi Cai, Tao Lin, Shuo Yang, Zheng Liu, Bo Zhao
2025	J	`jnl`	Visible-Infrared Person Re-Identification With Real-World Label Noise. IEEE Trans. Circuits Syst. Video Technol. Ruiheng Zhang, Zhe Cao, Yan Huang, Shuo Yang, Lixin Xu, Min Xu
2024	—	`conf`	Concentrating Estimation Attention: Human Prior Constrained Methods for Robust Classification. PRCV (15) Zhe Cao, Shuo Yang, Yumeng Liu, Xiaofeng Xu, Hongbin Pei, Yan Huang, Yushu Yu, Ruiheng Zhang
2024	A*	`conf`	Data-efficient Fine-tuning for LLM-based Recommendation. SIGIR Xinyu Lin, Wenjie Wang, Yongqi Li, Shuo Yang, Fuli Feng, Yinwei Wei, Tat-Seng Chua
2024	J	`jnl`	Data-efficient Fine-tuning for LLM-based Recommendation. CoRR Xinyu Lin, Wenjie Wang, Yongqi Li, Shuo Yang, Fuli Feng, Yinwei Wei, Tat-Seng Chua
2024	A*	`conf`	Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary. ICML Shuo Yang, Zhe Cao, Sheng Guo, Ruiheng Zhang, Ping Luo, Shengping Zhang, Liqiang Nie
2024	A*	`conf`	Revisiting Context Aggregation for Image Matting. ICML Qinglin Liu, Xiaoqian Lv, Quanling Meng, Zonglin Li, Xiangyuan Lan, Shuo Yang, Shengping Zhang, Liqiang Nie
2024	J	`jnl`	U IEEE Trans. Multim. Bosheng Ding, Ruiheng Zhang, Lixin Xu, Guanyu Liu, Shuo Yang, Yumeng Liu, Qi Zhang
2023	J	`jnl`	A Parametrical Model for Instance-Dependent Label Noise. IEEE Trans. Pattern Anal. Mach. Intell. Shuo Yang, Songhua Wu, Erkun Yang, Bo Han, Yang Liu, Min Xu, Gang Niu, Tongliang Liu
2023	J	`jnl`	Adversarial Recurrent Time Series Imputation. IEEE Trans. Neural Networks Learn. Syst. Shuo Yang, Minjing Dong, Yunhe Wang, Chang Xu
2023	A*	`conf`	BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency. CVPR Shuo Yang, Zhaopan Xu, Kai Wang, Yang You, Hongxun Yao, Tongliang Liu, Min Xu
2023	J	`jnl`	BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency. CoRR Shuo Yang, Zhaopan Xu, Kai Wang, Yang You, Hongxun Yao, Tongliang Liu, Min Xu
2023	A*	`conf`	Dataset Pruning: Reducing Training Data by Examining Generalization Influence. ICLR Shuo Yang, Zeke Xie, Hanyu Peng, Min Xu, Mingming Sun, Ping Li
2023	A*	`conf`	Speech4Mesh: Speech-Assisted Monocular 3D Facial Reconstruction for Speech-Driven 3D Facial Animation. ICCV Shan He, Haonan He, Shuo Yang, Xiaoyan Wu, Pengcheng Xia, Bing Yin, Cong Liu, Lirong Dai, Chang Xu
2023	J	`jnl`	Towards Efficient Robotic Software Development by Reusing Behavior Tree Structures for Task Planning Paradigms. Complex Syst. Model. Simul. Shuo Yang, Qi Zhang
2022	J	`jnl`	An efficient multitask neural network for face alignment, head pose estimation and face tracking. Expert Syst. Appl. Jiahao Xia, Haimin Zhang, Shiping Wen, Shuo Yang, Min Xu
2022	J	`jnl`	Bridging the Gap Between Few-Shot and Many-Shot Learning via Distribution Calibration. IEEE Trans. Pattern Anal. Mach. Intell. Shuo Yang, Songhua Wu, Tongliang Liu, Min Xu
2022	A*	`conf`	CAFE: Learning to Condense Dataset by Aligning Features. CVPR Kai Wang, Bo Zhao, Xiangyu Peng, Zheng Zhu, Shuo Yang, Shuo Wang, Guan Huang, Hakan Bilen, Xinchao Wang, Yang You
2022	J	`jnl`	CAFE: Learning to Condense Dataset by Aligning Features. CoRR Kai Wang, Bo Zhao, Xiangyu Peng, Zheng Zhu, Shuo Yang, Shuo Wang, Guan Huang, Hakan Bilen, Xinchao Wang, Yang You
2022	J	`jnl`	Dataset Pruning: Reducing Training Data by Examining Generalization Influence. CoRR Shuo Yang, Zeke Xie, Hanyu Peng, Min Xu, Mingming Sun, Ping Li
2022	A*	`conf`	Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network. ICML Shuo Yang, Erkun Yang, Bo Han, Yang Liu, Min Xu, Gang Niu, Tongliang Liu
2022	J	`jnl`	Graph-based few-shot learning with transformed feature propagation and optimal class allocation. Neurocomputing Ruiheng Zhang, Shuo Yang, Qi Zhang, Lixin Xu, Yang He, Fan Zhang
2022	A*	`conf`	Objects in Semantic Topology. ICLR Shuo Yang, Peize Sun, Yi Jiang, Xiaobo Xia, Ruiheng Zhang, Zehuan Yuan, Changhu Wang, Ping Luo, Min Xu
2022	—	`conf`	One Size Does NOT Fit All: Data-Adaptive Adversarial Training. ECCV (5) Shuo Yang, Chang Xu
2022	J	`jnl`	Reliable Label Correction is a Good Booster When Learning with Extremely Noisy Labels. CoRR Kai Wang, Xiangyu Peng, Shuo Yang, Jianfei Yang, Zheng Zhu, Xinchao Wang, Yang You
2022	A*	`conf`	Self-Attention Gated Cognitive Diagnosis For Faster Adaptive Educational Assessments. ICDM Xiaohuan Pei, Shuo Yang, Jiajun Huang, Chang Xu
2021	A*	`conf`	Adversarial Robustness through Disentangled Representations. AAAI Shuo Yang, Tianyu Guo, Yunhe Wang, Chang Xu
2021	J	`jnl`	An Efficient Multitask Neural Network for Face Alignment, Head Pose Estimation and Face Tracking. CoRR Jiahao Xia, Haimin Zhang, Shiping Wen, Shuo Yang, Min Xu
2021	J	`jnl`	Estimating Instance-dependent Label-noise Transition Matrix using DNNs. CoRR Shuo Yang, Erkun Yang, Bo Han, Yang Liu, Min Xu, Gang Niu, Tongliang Liu
2021	A*	`conf`	Free Lunch for Few-shot Learning: Distribution Calibration. ICLR Shuo Yang, Lu Liu, Min Xu
2021	J	`jnl`	Free Lunch for Few-shot Learning: Distribution Calibration. CoRR Shuo Yang, Lu Liu, Min Xu
2021	J	`jnl`	Objects in Semantic Topology. CoRR Shuo Yang, Peize Sun, Yi Jiang, Xiaobo Xia, Ruiheng Zhang, Zehuan Yuan, Changhu Wang, Ping Luo, Min Xu
2021	A*	`conf`	Single-View 3D Object Reconstruction From Shape Priors in Memory. CVPR Shuo Yang, Min Xu, Haozhe Xie, Stuart W. Perry, Jiahao Xia
2021	A*	`conf`	Structure-Aware Stabilization of Adversarial Robustness with Massive Contrastive Adversaries. ICDM Shuo Yang, Zeyu Feng, Pei Du, Bo Du, Chang Xu
2020	J	`jnl`	Meta3D: Single-View 3D Object Reconstruction from Shape Priors in Memory. CoRR Shuo Yang, Min Xu, Hongxun Yao