Sishuo Chen

According to our database, Sishuo Chen authored at least 14 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Probe before You Talk: Towards Black-box Defense against Backdoor Unalignment for Large Language Models.

Biao Yi, Tiansheng Huang, Sishuo Chen, Tong Li, Zheli Liu, Zhixuan Chu, Yiming Li

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Towards Multimodal Video Paragraph Captioning Models Robust to Missing Modality.

Sishuo Chen, Lei Li, Shuhuai Ren, Rundong Gao, Yuanxin Liu, Xiaohan Bi, Xu Sun, Lu Hou

CoRR, 2024

Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents.

Wenkai Yang, Xiaohan Bi, Yankai Lin, Sishuo Chen, Jie Zhou, Xu Sun

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

BadActs: A Universal Backdoor Defense in the Activation Space.

Biao Yi, Sishuo Chen, Yiming Li, Tong Li, Baolei Zhang, Zheli Liu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

TempCompass: Do Video LLMs Really Understand Videos?

Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, Lei Li, Sishuo Chen, Xu Sun, Lu Hou

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge.

Yi Liu, Lianzhe Huang, Shicheng Li, Sishuo Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun

CoRR, 2023

FETV: A Benchmark for Fine-Grained Evaluation of Open-Domain Text-to-Video Generation.

Yuanxin Liu, Lei Li, Shuhuai Ren, Rundong Gao, Shicheng Li, Sishuo Chen, Xu Sun, Lu Hou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding.

Shuhuai Ren, Sishuo Chen, Shicheng Li, Xu Sun, Lu Hou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features.

Sishuo Chen, Wenkai Yang, Xiaohan Bi, Xu Sun

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter.

Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang, Xu Sun

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks.

Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi, Xu Sun

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Holistic Sentence Embeddings for Better Out-of-Distribution Detection.

Sishuo Chen, Xiaohan Bi, Rundong Gao, Xu Sun

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks.

Ruixuan Luo, Yi Zhang, Sishuo Chen, Xu Sun

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Feature Space Singularity for Out-of-Distribution Detection.

Haiwen Huang, Zhihan Li, Lulu Wang, Sishuo Chen, Xinyu Zhou, Bin Dong

Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), 2021