Eigenvalues perturbation of integral operator for kernel selection. - Yong Liu 018; Shali Jiang 001; Shizhong Liao (CIKM, 2013)

Health identification of traditional Chinese medicine with tongue images. - Chang Feng; Shali Jiang 001; Hongwu Wang; Shizhong Liao (ICMLC, 2013)

Efficient Approximation of Cross-Validation for Kernel Methods using Bouligand Influence Function. - Yong Liu 018; Shali Jiang 001; Shizhong Liao (ICML, 2014)

Efficient Nonmyopic Active Search. - Shali Jiang 001; Gustavo Malkomes; Geoff Converse; Alyssa Shofner; Benjamin Moseley; Roman Garnett (ICML, 2017)

Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space. - Muhan Zhang; Zhicheng Cui; Shali Jiang 001; Yixin Chen 001 (AAAI, 2018)

Efficient nonmyopic batch active search. - Shali Jiang 001; Gustavo Malkomes; Matthew Abbott; Benjamin Moseley; Roman Garnett (NeurIPS, 2018)

Efficient nonmyopic active search with applications in drug and materials discovery. - Shali Jiang 001; Gustavo Malkomes; Benjamin Moseley; Roman Garnett (CoRR, 2018)

Cost Effective Active Search. - Shali Jiang 001; Roman Garnett; Benjamin Moseley (NeurIPS, 2019)

D-VAE: A Variational Autoencoder for Directed Acyclic Graphs. - Muhan Zhang; Shali Jiang 001; Zhicheng Cui; Roman Garnett; Yixin Chen 001 (NeurIPS, 2019)

Efficient nonmyopic Bayesian optimization and quadrature. - Shali Jiang 001; Henry Chai; Javier Gonzalez; Roman Garnett (CoRR, 2019)

BINOCULARS for efficient, nonmyopic sequential experimental design. - Shali Jiang 001; Henry Chai; Javier Gonzalez; Roman Garnett (ICML, 2020)

Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees. - Shali Jiang 001; Daniel R. Jiang; Maximilian Balandat; Brian Karrer; Jacob R. Gardner; Roman Garnett (NeurIPS, 2020)

Fast Cross-Validation for Kernel-Based Algorithms. - Yong Liu 018; Shizhong Liao; Shali Jiang 001; Lizhong Ding 001; Hailun Lin; Weiping Wang 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2020)