About me (original) (raw)

Hi! I am a PhD student at LANCO, Institute of Computational Linguistics (National Key Laboratory for Multimedia Information Processing), School of Computer Science, Peking University. My advisor is Prof. Xu Sun. My research interests lie in natural language processing and multimodal machine learning.

Education

• PhD Student in Computer Science, Peking University, 2021.9 - Present
• BSc in Computer Science, Peking University, 2017.9 - 2021.7

Publications

• VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models
  ECCV 2024
• Modal-adaptive Knowledge-enhanced Graph-based Financial Prediction from Monetary Policy Conference Calls with LLM
  Kun Ouyang, Yi Liu, Shicheng Li, Ruihan Bao, Keiko Harimoto and Xu Sun
  FinNLP-KDF-ECONLP workshop @ LREC-COLING 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
  Findings of ACL 2024
• 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
  arXiv preprint
• TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding
  Shuhuai Ren*, Linli Yao*, Shicheng Li, Xu Sun, Lu Hou
  CVPR 2024
• 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
  NeurIPS 2023 Datasets and Benchmarks
• TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding
  Shuhuai Ren, Sishuo Chen, Shicheng Li, Xu Sun, Lu Hou
  Findings of EMNLP 2023
• M³IT: Multi-Modal Multilingual Instruction Tuning Dataset
  Lei Li, Yuwei Yin, Shicheng Li, Liang Chen, Peiyi Wang, Shuhuai Ren, Mukai Li, Yazheng Yang, Jingjing Xu, Xu Sun, Lingpeng Kong, Qi Liu
  arXiv preprint
• No Stock is an Island: Learning Internal and Relational Attributes of Stocks with Contrastive Learning
  Shicheng Li*, Wei Li*, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto, Xu Sun
  FinNLP workshop @ IJCAI 2022 (Best Paper Award)
• Incremental Stock Volume Prediction with Gradient Distillation and Diversified Memory Selection
  Shicheng Li, Zhiyuan Zhang, Lei Li, Ruihan Bao, Keiko Harimoto, Xu Sun
  AI4TS workshop @ IJCAI 2022
• Rethinking Denoised Auto-Encoding in Language Pre-Training
  Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun, Songfang Huang, Fei Huang
  EMNLP 2021
• Multi-Granularity Contrasting for Cross-Lingual Pre-Training
  Shicheng Li, Fuli Luo, Pengcheng Yang, Jun Xie
  Findings of ACL 2021