Shawn Li

16 papers A* 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Defenses Against Prompt Attacks Learn Surface Heuristics.
CoRR
Shawn Li, Chenxiao Yu, Zhiyu Ni, Hao Li, Charith Peris, Chaowei Xiao, Yue Zhao
2026 J jnl
The Autonomy Tax: Defense Training Breaks LLM Agents.
CoRR
Shawn Li, Yue Zhao
2025 J jnl
BabyVLM-V2: Toward Developmentally Grounded Pretraining and Benchmarking of Vision Foundation Models.
CoRR
Shengao Wang, Wenqi Wang, Zecheng Wang, Max Whitton, Michael Wakeham, Arjun Chandra, Joey Huang, Pengyue Zhu, Helen Chen, David Li, Jeffrey Li, Shawn Li, Andrew Zagula, Amy Zhao, Andrew Zhu, Sayaka Nakamura, Yuki Yamamoto, Jerry Jun Yokono, Aaron Mueller, Bryan A. Plummer, Kate Saenko, Venkatesh Saligrama, Boqing Gong
2025 J jnl
Charts Are Not Images: On the Challenges of Scientific Chart Editing.
CoRR
Shawn Li, Ryan A. Rossi, Sungchul Kim, Sunav Choudhary, Franck Dernoncourt, Puneet Mathur, Zhengzhong Tu, Yue Zhao
2025 A* conf
DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection.
CVPR
Shawn Li, Huixian Gong, Hao Dong, Tiankai Yang, Zhengzhong Tu, Yue Zhao
2025 J jnl
DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning.
CoRR
Chengxuan Qian, Shuo Xing, Shawn Li, Yue Zhao, Zhengzhong Tu
2025 J jnl
Don't Let It Hallucinate: Premise Verification via Retrieval-Augmented Logical Reasoning.
CoRR
Yuehan Qin, Shawn Li, Yi Nian, Xinyan Velocity Yu, Yue Zhao, Xuezhe Ma
2025 J jnl
Mitigating Hallucinations in Large Language Models via Causal Reasoning.
CoRR
Yuangang Li, Yiqing Shen, Yi Nian, Jiechao Gao, Ziyi Wang, Chenxiao Yu, Shawn Li, Jie Wang, Xiyang Hu, Yue Zhao
2025 — conf
PyOD 2: A Python Library for Outlier Detection with LLM-powered Model Selection.
WWW (Companion Volume)
Sihan Chen, Zhuangzhuang Qian, Wingchun Siu, Xingcan Hu, Jiaqi Li, Shawn Li, Yuehan Qin, Tiankai Yang, Zhuo Xiao, Wanghao Ye, Yichi Zhang, Yushun Dong, Yue Zhao
2025 J jnl
Secure On-Device Video OOD Detection Without Backpropagation.
CoRR
Shawn Li, Peilin Cai, Yuxiao Zhou, Zhiyu Ni, Renjie Liang, You Qin, Yi Nian, Zhengzhong Tu, Xiyang Hu, Yue Zhao
2025 J jnl
Treble Counterfactual VLMs: A Causal Approach to Hallucination.
CoRR
Shawn Li, Jiashu Qu, Yuxiao Zhou, Yuehan Qin, Tiankai Yang, Yue Zhao
2024 J jnl
AD-LLM: Benchmarking Large Language Models for Anomaly Detection.
CoRR
Tiankai Yang, Yi Nian, Shawn Li, Ruiyao Xu, Yuangang Li, Jiaqi Li, Zhuo Xiao, Xiyang Hu, Ryan A. Rossi, Kaize Ding, Xiaohu You, Yue Zhao
2024 J jnl
DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection.
CoRR
Shawn Li, Huixian Gong, Hao Dong, Tiankai Yang, Zhengzhong Tu, Yue Zhao
2024 J jnl
PyOD 2: A Python Library for Outlier Detection with LLM-powered Model Selection.
CoRR
Sihan Chen, Zhuangzhuang Qian, Wingchun Siu, Xingcan Hu, Jiaqi Li, Shawn Li, Yuehan Qin, Tiankai Yang, Zhuo Xiao, Wanghao Ye, Yichi Zhang, Yushun Dong, Yue Zhao
2023 J jnl
An end-to-end multi-task system of automatic lesion detection and anatomical localization in whole-body bone scintigraphy by deep learning.
Bioinform.
Kaibin Huang, Shengyun Huang, Guojing Chen, Xue Li, Shawn Li, Ying Liang, Yi Gao
2020 J jnl
Joint SoC and SoH Estimation for Zinc-Nickel Single-Flow Batteries.
IEEE Trans. Ind. Electron.
Shawn Li, Kang Li, Evan Xiao, Chi-Kong Wong