Songbai Yan - RankMe

15 papers A* 3Journal 7Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	ALF: Advertiser Large Foundation Model for Multi-Modal Advertiser Understanding. KDD (1) Santosh Rajagopalan, Jonathan Vronsky, Songbai Yan, S. Alireza Golestaneh, Shubhra Chandra, Min Zhou
2025	J	`jnl`	ALF: Advertiser Large Foundation Model for Multi-Modal Advertiser Understanding. CoRR Santosh Rajagopalan, Jonathan Vronsky, Songbai Yan, S. Alireza Golestaneh, Shubhra Chandra, Min Zhou
2020	A*	`conf`	Exploring Connections Between Active Learning and Model Extraction. USENIX Security Symposium Varun Chandrasekaran, Kamalika Chaudhuri, Irene Giacomelli, Somesh Jha, Songbai Yan
2019	—	`—`	Algorithms for Query-Efficient Active Learning. Songbai Yan
2019	A*	`conf`	The Label Complexity of Active Learning from Observational Data. NeurIPS Songbai Yan, Kamalika Chaudhuri, Tara Javidi
2019	J	`jnl`	The Label Complexity of Active Learning from Observational Data. CoRR Songbai Yan, Kamalika Chaudhuri, Tara Javidi
2018	A*	`conf`	Active Learning with Logged Data. ICML Songbai Yan, Kamalika Chaudhuri, Tara Javidi
2018	J	`jnl`	Active Learning with Logged Data. CoRR Songbai Yan, Kamalika Chaudhuri, Tara Javidi
2018	J	`jnl`	Model Extraction and Active Learning. CoRR Varun Chandrasekaran, Kamalika Chaudhuri, Irene Giacomelli, Somesh Jha, Songbai Yan
2017	J	`jnl`	Revisiting Perceptron: Efficient and Label-Optimal Active Learning of Halfspaces. CoRR Songbai Yan, Chicheng Zhang
2017	—	`conf`	Revisiting Perceptron: Efficient and Label-Optimal Learning of Halfspaces. NIPS Songbai Yan, Chicheng Zhang
2016	—	`conf`	Active Learning from Imperfect Labelers. NIPS Songbai Yan, Kamalika Chaudhuri, Tara Javidi
2016	J	`jnl`	Active Learning from Imperfect Labelers. CoRR Songbai Yan, Kamalika Chaudhuri, Tara Javidi
2015	—	`conf`	Active learning from noisy and abstention feedback. Allerton Songbai Yan, Kamalika Chaudhuri, Tara Javidi
2014	J	`jnl`	Learning a generative classifier from label proportions. Neurocomputing Kai Fan, Hongyi Zhang, Songbai Yan, Liwei Wang, Wensheng Zhang, Jufu Feng