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Suyu Ge
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2020 – today
- 2024
- [c14]Suyu Ge, Yunan Zhang, Liyuan Liu, Minjia Zhang, Jiawei Han, Jianfeng Gao:
Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs. ICLR 2024 - [c13]Suyu Ge, Chunting Zhou, Rui Hou, Madian Khabsa, Yi-Chia Wang, Qifan Wang, Jiawei Han, Yuning Mao:
MART: Improving LLM Safety with Multi-round Automatic Red-Teaming. NAACL-HLT 2024: 1927-1937 - [i11]Xihui Lin, Yunan Zhang, Suyu Ge, Barun Patra, Vishrav Chaudhary, Xia Song:
Efficient LLM Training and Serving with Heterogeneous Context Sharding among Attention Heads. CoRR abs/2407.17678 (2024) - [i10]Suyu Ge, Xihui Lin, Yunan Zhang, Jiawei Han, Hao Peng:
A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts. CoRR abs/2410.01485 (2024) - 2023
- [c12]Suyu Ge, Chenyan Xiong, Corby Rosset, Arnold Overwijk, Jiawei Han, Paul Bennett:
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories. EMNLP 2023: 1796-1812 - [c11]Sizhe Zhou
, Suyu Ge, Jiaming Shen, Jiawei Han:
Corpus-Based Relation Extraction by Identifying and Refining Relation Patterns. ECML/PKDD (4) 2023: 20-38 - [c10]Suyu Ge
FineSum: Target-Oriented, Fine-Grained Opinion Summarization. WSDM 2023: 1093-1101 - [i9]Suyu Ge, Chenyan Xiong, Corby Rosset, Arnold Overwijk, Jiawei Han, Paul Bennett:
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories. CoRR abs/2302.03754 (2023) - [i8]Suyu Ge, Yunan Zhang, Liyuan Liu, Minjia Zhang, Jiawei Han, Jianfeng Gao:
Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs. CoRR abs/2310.01801 (2023) - [i7]Suyu Ge, Chunting Zhou, Rui Hou, Madian Khabsa, Yi-Chia Wang, Qifan Wang, Jiawei Han, Yuning Mao:
MART: Improving LLM Safety with Multi-round Automatic Red-Teaming. CoRR abs/2311.07689 (2023) - 2022
- [c9]Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han:
Unsupervised Multi-Granularity Summarization. EMNLP (Findings) 2022: 4980-4995 - [i6]Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han:
Unsupervised Summarization with Customized Granularities. CoRR abs/2201.12502 (2022) - [i5]Lu Cheng, Suyu Ge, Huan Liu:
Toward Understanding Bias Correlations for Mitigation in NLP. CoRR abs/2205.12391 (2022) - 2021
- [j2]Davy Weissenbacher
Active neural networks to detect mentions of changes to medication treatment in social media. J. Am. Medical Informatics Assoc. 28(12): 2551-2561 (2021) - [c8]Suyu Ge, Lu Cheng, Huan Liu:
Improving Cyberbullying Detection with User Interaction. WWW 2021: 496-506 - [i4]Suyu Ge, Jiaxin Huang, Yu Meng, Sharon Wang, Jiawei Han:
Fine-Grained Opinion Summarization with Minimal Supervision. CoRR abs/2110.08845 (2021) - 2020
- [c7]Suyu Ge, Chuhan Wu
Graph Enhanced Representation Learning for News Recommendation. WWW 2020: 2863-2869 - [i3]Suyu Ge, Fangzhao Wu, Chuhan Wu, Tao Qi, Yongfeng Huang, Xing Xie:
FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning. CoRR abs/2003.09288 (2020) - [i2]Suyu Ge, Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang:
Graph Enhanced Representation Learning for News Recommendation. CoRR abs/2003.14292 (2020) - [i1]Suyu Ge, Lu Cheng, Huan Liu:
Improving Cyberbully Detection with User Interaction. CoRR abs/2011.00449 (2020)
2010 – 2019
- 2019
- [j1]Suyu Ge, Tao Qi, Chuhan Wu
Helpfulness-aware review based neural recommendation. CCF Trans. Pervasive Comput. Interact. 1(4): 285-295 (2019) - [c6]Tao Qi, Chuhan Wu
Fast Neural Chinese Named Entity Recognition with Multi-head Self-attention. CCKS 2019: 98-110 - [c5]Chuhan Wu, Fangzhao Wu, Tao Qi, Suyu Ge, Yongfeng Huang, Xing Xie:
Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network. EMNLP/IJCNLP (1) 2019: 4883-4892 - [c4]Chuhan Wu, Fangzhao Wu, Suyu Ge, Tao Qi, Yongfeng Huang, Xing Xie:
Neural News Recommendation with Multi-Head Self-Attention. EMNLP/IJCNLP (1) 2019: 6388-6393 - [c3]Suyu Ge, Tao Qi, Chuhan Wu, Yongfeng Huang:
THU_NGN at SemEval-2019 Task 3: Dialog Emotion Classification using Attentional LSTM-CNN. SemEval@NAACL-HLT 2019: 340-344 - [c2]Tao Qi, Suyu Ge, Chuhan Wu, Yubo Chen, Yongfeng Huang:
THU_NGN at SemEval-2019 Task 12: Toponym Detection and Disambiguation on Scientific Papers. SemEval@NAACL-HLT 2019: 1302-1307 - [c1]Suyu Ge, Tao Qi, Chuhan Wu, Yongfeng Huang:
Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention. SMM4H@ACL 2019: 96-98
Coauthor Index
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