Li, Shuo

45 publications

AAAI 2025 A Trusted Lesion-Assessment Network for Interpretable Diagnosis of Coronary Artery Disease in Coronary CT Angiography Xinghua Ma, Xinyan Fang, Mingye Zou, Gongning Luo, Wei Wang, Kuanquan Wang, Zhaowen Qiu, Xin Gao, Shuo Li

NeurIPS 2025 Alignment of Large Language Models with Constrained Learning Botong Zhang, Shuo Li, Ignacio Hounie, Osbert Bastani, Dongsheng Ding, Alejandro Ribeiro

AAAI 2025 An LLM-Empowered Adaptive Evolutionary Algorithm for Multi-Component Deep Learning Systems Haoxiang Tian, Xingshuo Han, Guoquan Wu, An Guo, Yuan Zhou, Jie Zhang, Shuo Li, Jun Wei, Tianwei Zhang

ICLR 2025 Conformal Structured Prediction Botong Zhang, Shuo Li, Osbert Bastani

ICLRW 2025 Conformal Structured Prediction Botong Zhang, Shuo Li, Osbert Bastani

TMLR 2025 Conformalized Credal Regions for Classification with Ambiguous Ground Truth Michele Caprio, David Stutz, Shuo Li, Arnaud Doucet

AAAI 2025 DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation Qingtao Pan, Wenhao Qiao, Jingjiao Lou, Bing Ji, Shuo Li

ICLRW 2025 Evaluating the Diversity and Quality of LLM Generated Content Alexander Shypula, Shuo Li, Botong Zhang, Vishakh Padmakumar, Kayo Yin, Osbert Bastani

CVPR 2025 Finding Local Diffusion Schrodinger Bridge Using Kolmogorov-Arnold Network Xingyu Qiu, Mengying Yang, Xinghua Ma, Fanding Li, Dong Liang, Gongning Luo, Wei Wang, Kuanquan Wang, Shuo Li

ICLR 2025 Have the VLMs Lost Confidence? a Study of Sycophancy in VLMs Shuo Li, Tao Ji, Xiaoran Fan, Linsheng Lu, Leyi Yang, Yuming Yang, Zhiheng Xi, Rui Zheng, Yuran Wang, Xh.Zhao, Tao Gui, Qi Zhang, Xuanjing Huang

ICCV 2025 Hierarchical Variational Test-Time Prompt Generation for Zero-Shot Generalization Zhaoyang Wu, Fang Liu, Licheng Jiao, Shuo Li, Lingling Li, Xu Liu, Puhua Chen, Wenping Ma

IJCAI 2025 Improving Consistency Identification in Task-Oriented Dialogue Through Multi-Agent Collaboration Peng Wang, Shuo Li, Ruoxi Zhou, Qiguang Chen, Xiao Xu, Hao Fei, Dagang Li, Wanxiang Che, Libo Qin

ICCV 2025 Knowledge-Guided Part Segmentation Xuejian Gou, Fang Liu, Licheng Jiao, Shuo Li, Lingling Li, Hao Wang, Xu Liu, Puhua Chen, Wenping Ma

CVPR 2025 Logits DeConfusion with CLIP for Few-Shot Learning Shuo Li, Fang Liu, Zehua Hao, Xinyi Wang, Lingling Li, Xu Liu, Puhua Chen, Wenping Ma

ICCV 2025 Neuromanifold-Regularized KANs for Shape-Fair Feature Representations Mazlum Ferhat Arslan, Weihong Guo, Shuo Li

ICCV 2025 Vector Contrastive Learning for Pixel-Wise Pretraining in Medical Vision Yuting He, Shuo Li

IJCAI 2024 Class-Consistent Contrastive Learning Driven Cross-Dimensional Transformer for 3D Medical Image Classification Qikui Zhu, Chuan Fu, Shuo Li

ECCV 2024 Energy-Induced Explicit Quantification for Multi-Modality MRI Fusion Xiaoming Qi, Yuan Zhang, Tong Wang, Guanyu Yang, Yueming Jin, Shuo Li

ICML 2024 MOMENT: A Family of Open Time-Series Foundation Models Mononito Goswami, Konrad Szafer, Arjun Choudhry, Yifu Cai, Shuo Li, Artur Dubrawski

NeurIPS 2024 One-Shot Safety Alignment for Large Language Models via Optimal Dualization Xinmeng Huang, Shuo Li, Edgar Dobriban, Osbert Bastani, Hamed Hassani, Dongsheng Ding

ICMLW 2024 One-Shot Safety Alignment for Large Language Models via Optimal Dualization Xinmeng Huang, Shuo Li, Edgar Dobriban, Osbert Bastani, Hamed Hassani, Dongsheng Ding

ICMLW 2024 One-Shot Safety Alignment for Large Language Models via Optimal Dualization Xinmeng Huang, Shuo Li, Edgar Dobriban, Osbert Bastani, Hamed Hassani, Dongsheng Ding

AAAI 2024 ViLT-CLIP: Video and Language Tuning CLIP with Multimodal Prompt Learning and Scenario-Guided Optimization Hao Wang, Fang Liu, Licheng Jiao, Jiahao Wang, Zehua Hao, Shuo Li, Lingling Li, Puhua Chen, Xu Liu

CVPR 2023 Angelic Patches for Improving Third-Party Object Detector Performance Wenwen Si, Shuo Li, Sangdon Park, Insup Lee, Osbert Bastani

ICCV 2023 CFCG: Semi-Supervised Semantic Segmentation via Cross-Fusion and Contour Guidance Supervision Shuo Li, Yue He, Weiming Zhang, Wei Zhang, Xiao Tan, Junyu Han, Errui Ding, Jingdong Wang

CVPR 2023 Geometric Visual Similarity Learning in 3D Medical Image Self-Supervised Pre-Training Yuting He, Guanyu Yang, Rongjun Ge, Yang Chen, Jean-Louis Coatrieux, Boyu Wang, Shuo Li

AAAI 2023 Pixel Is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection Zhenyu Wu, Lin Wang, Wei Wang, Qing Xia, Chenglizhao Chen, Aimin Hao, Shuo Li

ICMLW 2023 TRAC: Trustworthy Retrieval Augmented Chatbot Shuo Li, Sangdon Park, Insup Lee, Osbert Bastani

AAAI 2023 Video-Audio Domain Generalization via Confounder Disentanglement Shengyu Zhang, Xusheng Feng, Wenyan Fan, Wenjing Fang, Fuli Feng, Wei Ji, Shuo Li, Li Wang, Shanshan Zhao, Zhou Zhao, Tat-Seng Chua, Fei Wu

IJCAI 2022 MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation Zhangfu Dong, Yuting He, Xiaoming Qi, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Guanyu Yang, Shuo Li

AAAI 2022 Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection Shuo Li, Fang Liu, Licheng Jiao

ECCV 2022 Unsupervised Few-Shot Image Classification by Learning Features into Clustering Space Shuo Li, Fang Liu, Zehua Hao, Kaibo Zhao, Licheng Jiao

ICLR 2021 PAC Confidence Predictions for Deep Neural Network Classifiers Sangdon Park, Shuo Li, Insup Lee, Osbert Bastani

ECCV 2020 Deep Complementary Joint Model for Complex Scene Registration and Few-Shot Segmentation on Medical Images Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li

ECCV 2020 EGDCL: An Adaptive Curriculum Learning Framework for Unbiased Glaucoma Diagnosis Rongchang Zhao, Xuanlin Chen, Zailiang Chen, Shuo Li

AAAI 2020 OF-MSRN: Optical Flow-Auxiliary Multi-Task Regression Network for Direct Quantitative Measurement, Segmentation and Motion Estimation Chengqian Zhao, Cheng Feng, Dengwang Li, Shuo Li

AAAI 2019 Weakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis Rongchang Zhao, Wangmin Liao, Beiji Zou, Zailiang Chen, Shuo Li

CVPR 2017 Learning Deep Match Kernels for Image-Set Classification Haoliang Sun, Xiantong Zhen, Yuanjie Zheng, Gongping Yang, Yilong Yin, Shuo Li

IJCAI 2015 Bi-Parameter Space Partition for Cost-Sensitive SVM Bin Gu, Victor S. Sheng, Shuo Li

ICLR 2015 Purine: A Bi-Graph Based Deep Learning Framework Min Lin, Shuo Li, Xuan Luo, Shuicheng Yan

CVPR 2015 Supervised Descriptor Learning for Multi-Output Regression Xiantong Zhen, Zhijie Wang, Mengyang Yu, Shuo Li

ECCV 2012 Dilated Divergence Based Scale-Space Representation for Curve Analysis Max W. K. Law, KengYeow Tay, Andrew E. Leung, Gregory J. Garvin, Shuo Li

CVPR 2010 Finding Image Distributions on Active Curves Ismail Ben Ayed, Amar Mitiche, Mohamed Ben Salah, Shuo Li

CVPR 2010 Graph Cut Segmentation with a Global Constraint: Recovering Region Distribution via a Bound of the Bhattacharyya Measure Ismail Ben Ayed, Hua-mei Chen, Kumaradevan Punithakumar, Ian G. Ross, Shuo Li

CVPR 2008 Tracking Distributions with an Overlap Prior Ismail Ben Ayed, Shuo Li, Ian G. Ross