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Workshop
FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks
Chaoyang He · Keshav Balasubramanian · Emir Ceyani · Yu Rong · Junzhou Huang · Murali Annavaram · Salman Avestimehr
Spotlight
Tue 20:40 Are Neural Rankers still Outperformed by Gradient Boosted Decision Trees?
Zhen Qin · Le Yan · Honglei Zhuang · Yi Tay · Rama Kumar Pasumarthi · Xuanhui Wang · Michael Bendersky · Marc Najork
Poster
Mon 17:00 PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics
Zhiao Huang · Yuanming Hu · Tao Du · Siyuan Zhou · Hao Su · Joshua B Tenenbaum · Chuang Gan
Spotlight
Thu 3:35 Quantifying Differences in Reward Functions
Adam Gleave · Michael Dennis · Shane Legg · Stuart Russell · Jan Leike
Poster
Wed 9:00 IsarStep: a Benchmark for High-level Mathematical Reasoning
Wenda Li · Lei Yu · Yuhuai Wu · Lawrence Paulson
Workshop
RobustBench: a standardized adversarial robustness benchmark
francesco croce
Poster
Wed 9:00 Benchmarks for Deep Off-Policy Evaluation
Justin Fu · Mohammad Norouzi · Ofir Nachum · George Tucker · ziyu wang · Alexander Novikov · Sherry Yang · Michael Zhang · Yutian Chen · Aviral Kumar · Cosmin Paduraru · Sergey Levine · Thomas Paine
Spotlight
Wed 21:15 PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics
Zhiao Huang · Yuanming Hu · Tao Du · Siyuan Zhou · Hao Su · Joshua B Tenenbaum · Chuang Gan
Poster
Wed 1:00 Degree-Quant: Quantization-Aware Training for Graph Neural Networks
Shyam Tailor · Javier Fernandez-Marques · Nicholas Lane
Spotlight
Mon 20:58 HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark
Chaojian Li · Zhongzhi Yu · Yonggan Fu · Yongan Zhang · Yang Zhao · Haoran You · Qixuan Yu · Yue Wang · Cong Hao · Yingyan Lin
Poster
Wed 9:00 NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition
Abhinav Mehrotra · Alberto Gil Couto Pimentel Ramos · Sourav Bhattacharya · Ɓukasz Dudziak · Ravichander Vipperla · Thomas C Chau · Mohamed Abdelfattah · Samin Ishtiaq · Nicholas Lane
Workshop
Fri 15:11 Contributed Talk #2: RobustBench: a standardized adversarial robustness benchmark
francesco croce · Vikash Sehwag · Prateek Mittal · Matthias Hein