Publications
Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
Suyu Ge*, Yunan Zhang*, Liyuan Liu*, Minjia Zhang, Jiawei Han, Jianfeng Gao.
ICLR 2024 Outstanding Paper Honorable MentionA Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts
Suyu Ge, Xihui Lin, Yunan Zhang, Jiawei Han, Hao Peng.
ArXiv Preprint, 2024S2-Attention: Hardware-Aware Context Sharding Among Attention Heads
Xihui Lin*, Yunan Zhang*, Suyu Ge, Barun Patra, Vishrav Chaudhary, Xia Song.
ArXiv Preprint, 2024MART: Improving LLM Safety with Multi-Round Automatic Red-Teaming
Suyu Ge, Chunting Zhou, Rui Hou, Madian Khabsa, Yi-Chia Wang, Qifan Wang, Jiawei Han, Yuning Mao.
NAACL, 2024Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories
Suyu Ge, Chenyan Xiong, Corby Rosset, Arnold Overwijk, Jiawei Han, Paul Bennett. EMNLP, 2023FedNER: Medical Named Entity Recognition with Federated Learning
Suyu Ge, Fangzhao Wu, Chuhan Wu, Tao Qi, Yongfeng Huang, Xing Xie.
ArXiv Preprint, 2020Fine-Grained Opinion Summarization with Minimal Supervision
Suyu Ge, Jiaxin Huang, Yu Meng, Sharon Wang, Jiawei Han.
WSDM, 2022Graph Enhanced Representation Learning for News Recommendation
Suyu Ge, Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang.
The Web Conference, 2020Improving Cyberbully Detection with User Interaction
Suyu Ge, Lu Cheng, Huan Liu.
The Web Conference, 2021Neural News Recommendation with Multi-head Self-attention
Chuhan Wu, Fangzhao Wu, Suyu Ge, Tao Qi, Yongfeng Huang, Xing Xie.
EMNLP, 2019Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network
Chuhan Wu, Fangzhao Wu, Tao Qi, Suyu Ge, Yongfeng Huang, Xing Xie.
EMNLP, 2019Helpfulness-aware Review Based Neural Recommendation
Suyu Ge, Tao Qi, Chuhan Wu, Fangzhao Wu, Xing Xie, Yongfeng Huang.
CCF Transactions on Pervasive Computing and Interaction, 2019Active Neural Networks to Detect Medication Change in Social Media
Davy Weissenbacher, Suyu Ge, Ari Klein, Karen O’Connor, Robert Gross, Sean Hennessy, Graciela Gonzalez-Hernandez
Journal of the American Medical Informatics Association (JAMIA), 2021