Selected Publications

Amit Kumar, Taoran Ji (2024). CryptoPulse: Short-Term Cryptocurrency Forecasting with Dual-Prediction and Cross-Correlated Market Indicators. In BigData 2024.
Cite DOI
Min Zhang, Jianfeng He, Taoran Ji, Chang-Tien Lu (2024). Don’t Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speech Detection. In ACL 2024.
Cite DOI
Shengkun Wang, Taoran Ji, Jianfeng He, Mariam ALMutairi, Dan Wang, Linhan Wang, Min Zhang, Chang-Tien Lu (2024). AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction. In NAACL 2024.
Cite DOI
Zhiqian Chen, Fanglan Chen, Lei Zhang, Taoran Ji, Kaiqun Fu, Liang Zhao, Feng Chen, Lingfei Wu, Charu Aggarwal, Chang-Tien Lu (2023). Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Network. ACM Computing Surveys.
Cite DOI
Taoran Ji, Nathan Self, Kaiqun Fu, Zhiqian Chen, Naren Ramakrishnan, Chang-Tien Lu (2021). Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications. In AAAI.
Cite DOI
Taoran Ji, Zhiqian Chen, Nathan Self, Kaiqun Fu, Chang-Tien Lu, Naren Ramakrishnan (2019). Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks. In IJCAI.
Cite DOI
Rupinder P. Khandpur, Taoran Ji, Steve Jan, Gang Wang, Chang-Tien Lu, Naren Ramakrishnan (2017). Crowdsourcing Cybersecurity: Cyber Attack Detection using Social Media. In CIKM.
Cite DOI
Rupinder P. Khandpur, Taoran Ji, Yue Ning, Liang Zhao, Chang-Tien Lu, Erik R. Smith, Christopher Adams, Naren Ramakrishnan (2017). Determining Relative Airport Threats from News and Social Media. In AAAI.
Cite DOI