I am Sishuo Chen (陈思硕), a master student of Center for Data Science, Peking University, advised by Prof. Xu Sun (孙栩). I received my bachelor’s degree in computer science and a double bachelor’s degree in economics from Peking University in July 2021. Currently, I am working on the research topics about trustworthy machine learning and multimodal natural language processing.
Email: chensishuo@pku.edu.cn
Education
-
2021 - 2024 (expected)
Master student of Center for Data Science, Peking University
- Major: Data Science
- Tutor: Prof. Xu Sun (孙栩)
- Group: Language Computing and Machine Learning Group (LANCO)
-
2017 - 2021
- Bachelor (computer science), at EECS school of Peking University
- Bachelor (economics, double bachelor’s degree), at National School of Development (NSD) of Peking University
Career
- 2023.6 - 2023.10, NLP R&D intern at WeChat Group, Tencent
- 2020.8 - 2021.3, Data mining intern at the user profile team of ByteDance
- 2019.7 - 2020.5, Research intern at Megvii Research (Face++)
Publications
-
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents, Wenkai Yang, Xiaohan Bi, Yankai Lin, Sishuo Chen, Jie Zhou, and Xu Sun, Arxiv Preprint Paper
-
RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge, Yi Liu, Lianzhe Huang, Shicheng Li, Sishuo Chen, Hao Zhou, Fandong Meng, Jie Zhou, and Xu Sun, Arxiv Preprint Paper
-
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding, Shuhuai Ren, Sishuo Chen, Shicheng Li, Xu Sun, and Lu Hou, Findings of EMNLP 2023 Paper Code
-
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 and Lu Hou, NeurIPS 2023 Track Datasets and Benchmarks Paper Code
-
Communication Efficient Federated Learning for Multilingual Machine Translation with Adapter, Yi Liu, Xiaohan Bi, Lei Li, Sishuo Chen, Wenkai Yang and Xu Sun, ACL 2023 (Findings) Paper Code
-
Fine-Tuning Deteriorates General Textual Out-of-Distribution Detection by Distorting Task-Agnostic Features, Sishuo Chen, Wenkai Yang, Xiaohan Bi and Xu Sun, EACL 2023 (Findings) Paper Code Chinese News
-
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks, Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi and Xu Sun, Findings of EMNLP 2022 Paper Code Chinese News
-
Holistic Sentence Embeddings for Better Out-of-Distribution Detection, Sishuo Chen, Xiaohan Bi, Rundong Gao and Xu Sun, Findings of EMNLP 2022 Paper Code Chinese News
-
Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks, Ruixuan Luo, Yi Zhang, Sishuo Chen and Xu Sun, Findings of EMNLP 2021 Paper Code
- Feature Space Singularity for Out-of-Distribution Detection, Haiwen Huang, Zhihan Li, Lulu Wang, Sishuo Chen, Xinyu Zhou and Bin Dong, published at the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with AAAI 2021 Paper Code
- More works under review, to be released
Honors
- Merit Student at Peking University, 2021-2022, 2022-2023
- CIB Scholarship at Peking University (sponsered by Chinese Industrial Bank), 2021-2022, 2022-2023
- Award for Scientific Research at Peking University, 2018-2019 and 2019-2020
- The Third Prize of Peking Univeristy Scholarship, 2019-2020
Services
- Reviewer: EMNLP 2023, ACL Rolling Review 2023, and AJCAI 2023
- Teaching assistant for Introduction to Computation, directed by Prof. Qi Su
- Peking University admissions volunteer in Fujian Province
News
- 2023-01: One paper got accepted to Findings of EACL 2023 (just on the first day of the Lunar New Year 🎉)!
- 2022-10: Two papers got accepted to Findings of EMNLP 2022!
- 2021-11: I organized a group night run attended by thousands of students at Peking University to celebrate the 20th anniversary of Angela Zhang’s debut.
- 2021-07: I graduated from Peking University with a bachelor’s degree in computer science and a double bachelor’s degree in economics.