Sishuo Chen 陈思硕

Sishuo Chen 陈思硕

Power Humanity with AI

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

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

Google Scholar

  • 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.