4 papers
MONOPOLY: Learning to Price Public Facilities for Revaluing Private Properties with Large-Scale Urban Data
Miao Fan, Jizhou Huang, An Zhuo +3
The value assessment of private properties is an attractive but challenging task which is widely concerned by a majority of people around the world. A prolonged topic among us is `…
Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features
Miao Fan, Yeqi Bai, Mingming Sun +1
Relation classification (RC) plays a pivotal role in both natural language understanding and knowledge graph completion. It is generally formulated as a task to recognize the relat…
MOBIUS: Towards the Next Generation of Query-Ad Matching in Baidu's Sponsored Search
Miao Fan, Jiacheng Guo, Shuai Zhu +3
Baidu runs the largest commercial web search engine in China, serving hundreds of millions of online users every day in response to a great variety of queries. In order to build a…
Under-confidence Backdoors Are Resilient and Stealthy Backdoors
Minlong Peng, Zidi Xiong, Quang H. Nguyen +3
By injecting a small number of poisoned samples into the training set, backdoor attacks aim to make the victim model produce designed outputs on any input injected with pre-designe…