In recent days, ,ICML 2022 The conference was held in Baltimore, Maryland, in a combination of online and offline . This is also the first time that the conference has resumed offline since the COVID-19 epidemic .
at present , The conference has announced all the awards , Include 15 Outstanding Thesis Award and 1 Time test Award . among , Fudan University 、 Shanghai Jiaotong University 、 Xiamen University 、 The research of many Chinese teams such as the Hu Xia team of Rice University won the outstanding Thesis Award .ICML 2012 About 「 Poison attack 」 The paper of 《Poisoning Attacks against Support Vector Machines》 Won the time test award of this Conference .

Outstanding Thesis Award ：

1、Monarch: Expressive Structured Matrices for Efficient and Accurate Training
2、Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation
3、G-Mixup: Graph Data Augmentation for Graph Classification
4、Stable Conformal Prediction Sets
5、Learning inverse folding from millions of predicted structures
6、Causal Conceptions of Fairness and their Consequences
7、Do Differentiable Simulators Give Better Policy Gradients?
8、Learning Mixtures of Linear Dynamical Systems
9、Active fairness auditing
10、Understanding Dataset Difficulty with V-Usable Information
11、Adversarially Trained Actor Critic for Offline Reinforcement Learning
12、Privacy for Free: How does Dataset Condensation Help Privacy?
13、Bayesian Model Selection, the Marginal Likelihood, and Generalization
14、The Importance of Non-Markovianity in Maximum State Entropy Exploration
15、Minimum Cost Intervention Design for Causal Effect Identification

 

Time test Award ：

Thesis title ：Poisoning Attacks against Support Vector Machines