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ORCIDSiyi Liu
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2020 – today
- 2024
[c17]Siyi Liu
, Nathan Arthur Semertzidis, Gun A. Lee, Florian 'Floyd' Mueller, Barrett Ens:
Exploring Superpower Design Through Wi-Fi Twinge. TEI 2024: 4:1-4:16- [i14]Siyi Liu, Chen Gao, Yong Li:
Large Language Model Agent for Hyper-Parameter Optimization. CoRR abs/2402.01881 (2024) - [i13]Jinzhu Mao, Dongyun Zou, Li Sheng, Siyi Liu, Chen Gao, Yue Wang, Yong Li:
Identify Critical Nodes in Complex Network with Large Language Models. CoRR abs/2403.03962 (2024) - [i12]Siyi Wang, Siyi Liu, Andrew Harper, Paul Kendrick, Mathieu Salzmann, Milos Cernak:
Diffusion-based Speech Enhancement with Schrödinger Bridge and Symmetric Noise Schedule. CoRR abs/2409.05116 (2024) - [i11]Siyi Liu, Yang Li, Jiang Li, Shan Yang, Yunshi Lan:
Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting. CoRR abs/2410.01154 (2024) - 2023
- [j5]Lang Yu, Shengjie Li, Siyi Liu:
Fast support vector machine training via three-term conjugate-like SMO algorithm. Pattern Recognit. 139: 109478 (2023) - [j4]Siyi Liu:
A New Energy-Aware Method for Balancing the Load on Wireless IoT Devices Using an Optimization Algorithm Based on Chaos Theory. Wirel. Pers. Commun. 130(3): 1677-1697 (2023) - [c16]Shuaixun Wang, Siyi Liu, Martyn G. Boutelle:
Combining Complementary Models: Fusing CNNs, RNNs, and XGBoost for Enhanced Outcome Prediction of Comatose Patients after Heart Attack. CinC 2023: 1-4 - [c15]Nishanth Sridhar Nakshatri, Siyi Liu, Sihao Chen, Dan Roth, Dan Goldwasser, Daniel Hopkins:
Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries. EMNLP (Findings) 2023: 4162-4173 - [c14]Chengling Zhou, Lingfang Zhou, Siyi Liu, Wen Deng, Jing Xiao, Shiyang Hang, Shunru Zhang:
Design of a Crop Disease and Pest Identification System Based on Deep Learning. ICEITSA 2023: 497-504 - [i10]Siyi Liu, Hongming Zhang, Hongwei Wang, Kaiqiang Song, Dan Roth, Dong Yu:
Open-Domain Event Graph Induction for Mitigating Framing Bias. CoRR abs/2305.12835 (2023) - 2022
- [j3]Zhaohua Liu, Susheng Wang, Siyi Liu, Haixu Yu, He Wang:
Volatility Risk Premium, Return Predictability, and ESG Sentiment: Evidence from China's Spots and Options' Markets. Complex. 2022: 6813797:1-6813797:14 (2022) - [j2]Xuebin Wang, Aitao Lu, Tao Lin, Siyi Liu, Tianhua Song, Xin Huang, Lilan Jiang:
Perceived usefulness predicts second language learners' continuance intention toward language learning applications: a serial multiple mediation model of integrative motivation and flow. Educ. Inf. Technol. 27(4): 5033-5049 (2022) - [c13]Sihao Chen, Siyi Liu, Xander Uyttendaele, Yi Zhang, William Bruno, Dan Roth:
Design Challenges for a Multi-Perspective Search Engine. NAACL-HLT (Findings) 2022: 293-303 - [i9]Anietie Andy, Siyi Liu, Daphne Ippolito, Reno Kriz, Chris Callison-Burch, Derry Wijaya:
Creating Multimedia Summaries Using Tweets and Videos. CoRR abs/2203.08931 (2022) - 2021
- [c12]Yujia Zheng, Siyi Liu, Zekun Li, Shu Wu:
Cold-start Sequential Recommendation via Meta Learner. AAAI 2021: 4706-4713 - [c11]Siyi Liu, Chen Gao, Yihong Chen, Depeng Jin, Yong Li:
Learnable Embedding sizes for Recommender Systems. ICLR 2021 - [c10]Siyi Liu, Sihao Chen, Xander Uyttendaele, Dan Roth:
MultiOpEd: A Corpus of Multi-Perspective News Editorials. NAACL-HLT 2021: 4345-4361 - [c9]Siyi Liu, Gun A. Lee, Yi Li, Thammathip Piumsomboon, Barrett Ens:
Force-Based Foot Gesture Navigation in Virtual Reality. VRST 2021: 72:1-72:3 - [i8]Siyi Liu, Chen Gao, Yihong Chen, Depeng Jin, Yong Li:
Learnable Embedding Sizes for Recommender Systems. CoRR abs/2101.07577 (2021) - [i7]Siyi Liu, Sihao Chen, Xander Uyttendaele, Dan Roth:
MultiOpEd: A Corpus of Multi-Perspective News Editorials. CoRR abs/2106.02725 (2021) - [i6]Sihao Chen, Siyi Liu, Xander Uyttendaele, Yi Zhang, William Bruno, Dan Roth:
Design Challenges for a Multi-Perspective Search Engine. CoRR abs/2112.08357 (2021) - 2020
- [c8]Yujia Zheng, Siyi Liu, Zekun Li, Shu Wu:
DGTN: Dual-channel Graph Transition Network for Session-based Recommendation. ICDM (Workshops) 2020: 236-242 - [c7]Siyi Liu, Yujia Zheng:
Long-tail Session-based Recommendation. RecSys 2020: 509-514 - [i5]Siyi Liu, Ziang Leng, Derry Wijaya:
Learning to mirror speaking styles incrementally. CoRR abs/2003.04993 (2020) - [i4]Siyi Liu, Yujia Zheng:
Long-tail Session-based Recommendation. CoRR abs/2007.12329 (2020) - [i3]Yujia Zheng, Siyi Liu, Zekun Li, Shu Wu:
DGTN: Dual-channel Graph Transition Network for Session-based Recommendation. CoRR abs/2009.10002 (2020) - [i2]Yujia Zheng, Siyi Liu, Zekun Li, Shu Wu:
Cold-start Sequential Recommendation via Meta Learner. CoRR abs/2012.05462 (2020)
2010 – 2019
- 2019
- [c6]Siyi Liu, Lei Guo, Kate K. Mays, Margrit Betke, Derry Tanti Wijaya:
Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun Violence. CoNLL 2019: 504-514 - [c5]Yujia Zheng, Siyi Liu, Zairong Wang, Yunbo Rao:
ReFall: Real-Time Fall Detection of Continuous Depth Maps with RFD-Net. IGTA 2019: 659-673 - [c4]Lijian Chen, Xiannian Zhou, Minhao Wang, Jiefan Qiu, Siyi Liu, Keji Mao:
ARU-Net: Research and Application for Wrist Reference Bone Segmentation. WiMob 2019: 1-5 - [i1]Yujia Zheng, Siyi Liu, Zailei Zhou:
Balancing Multi-level Interactions for Session-based Recommendation. CoRR abs/1910.13527 (2019) - 2012
- [j1]Siyi Liu, Wei Ding, Feng Gao, Tomasz F. Stepinski:
Adaptive Selective Learning for automatic identification of sub-kilometer craters. Neurocomputing 92: 78-87 (2012) - 2011
- [c3]Joseph Paul Cohen, Siyi Liu, Wei Ding:
Genetically Enhanced Feature Selection of Discriminative Planetary Crater Image Features. Australasian Conference on Artificial Intelligence 2011: 61-71 - [c2]Siyi Liu, Wei Ding, Joseph Paul Cohen, Dan A. Simovici, Tomasz F. Stepinski:
Bernoulli trials based feature selection for crater detection. GIS 2011: 461-464 - [c1]Siyi Liu, Wei Ding, Tomasz F. Stepinski:
Semi-supervised based active class selection for automatic identification of sub-kilometer craters. ISPA 2011: 615-620
Coauthor Index
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