Suyu Ge

According to our database, Suyu Ge authored at least 23 papers between 2019 and 2024.

Collaborative distances:

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

2024

A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts.

Suyu Ge, Xihui Lin, Yunan Zhang, Jiawei Han, Hao Peng

CoRR, 2024

Efficient LLM Training and Serving with Heterogeneous Context Sharding among Attention Heads.

Xihui Lin, Yunan Zhang, Suyu Ge, Barun Patra, Vishrav Chaudhary, Xia Song

CoRR, 2024

MART: 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

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs.

Suyu Ge, Yunan Zhang, Liyuan Liu, Minjia Zhang, Jiawei Han, Jianfeng Gao

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

FineSum: Target-Oriented, Fine-Grained Opinion Summarization.

Suyu Ge, Jiaxin Huang, Yu Meng, Jiawei Han

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Corpus-Based Relation Extraction by Identifying and Refining Relation Patterns.

Sizhe Zhou, Suyu Ge, Jiaming Shen, Jiawei Han

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories.

Suyu Ge, Chenyan Xiong, Corby Rosset, Arnold Overwijk, Jiawei Han, Paul Bennett

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Toward Understanding Bias Correlations for Mitigation in NLP.

Lu Cheng, Suyu Ge, Huan Liu

CoRR, 2022

Unsupervised Summarization with Customized Granularities.

Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han

CoRR, 2022

Unsupervised Multi-Granularity Summarization.

Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han

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

2021

Active neural networks to detect mentions of changes to medication treatment in social media.

Davy Weissenbacher, Suyu Ge, Ari Z. Klein, Karen O'Connor, Robert Gross, Sean Hennessy, Graciela Gonzalez-Hernandez

J. Am. Medical Informatics Assoc., 2021

Fine-Grained Opinion Summarization with Minimal Supervision.

Suyu Ge, Jiaxin Huang, Yu Meng, Sharon Wang, Jiawei Han

CoRR, 2021

Improving Cyberbullying Detection with User Interaction.

Suyu Ge, Lu Cheng, Huan Liu

Proceedings of the WWW '21: The Web Conference 2021, 2021

2020

Improving Cyberbully Detection with User Interaction.

Suyu Ge, Lu Cheng, Huan Liu

CoRR, 2020

FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning.

Suyu Ge, Fangzhao Wu, Chuhan Wu, Tao Qi, Yongfeng Huang, Xing Xie

CoRR, 2020

Graph Enhanced Representation Learning for News Recommendation.

Suyu Ge, Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

2019

Helpfulness-aware review based neural recommendation.

Suyu Ge, Tao Qi, Chuhan Wu, Fangzhao Wu, Xing Xie, Yongfeng Huang

CCF Trans. Pervasive Comput. Interact., 2019

Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention.

Suyu Ge, Tao Qi, Chuhan Wu, Yongfeng Huang

Proceedings of the Fourth Social Media Mining for Health Application Workshop & Shared Task, 2019

THU_NGN at SemEval-2019 Task 12: Toponym Detection and Disambiguation on Scientific Papers.

Tao Qi, Suyu Ge, Chuhan Wu, Yubo Chen, Yongfeng Huang

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

THU_NGN at SemEval-2019 Task 3: Dialog Emotion Classification using Attentional LSTM-CNN.

Suyu Ge, Tao Qi, Chuhan Wu, Yongfeng Huang

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Reviews 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

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Neural News Recommendation with Multi-Head Self-Attention.

Chuhan Wu, Fangzhao Wu, Suyu Ge, Tao Qi, Yongfeng Huang, Xing Xie

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Fast Neural Chinese Named Entity Recognition with Multi-head Self-attention.

Tao Qi, Chuhan Wu, Fangzhao Wu, Suyu Ge, Junxin Liu, Yongfeng Huang, Xing Xie

Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding, 2019