Benben Liao

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 12

Top Topics

Trained Neural Network

Collaborative Filtering

Top Venues

Nat. Mach. Intell.

Publications

Lixue Cheng, Ziyi Yang, Benben Liao, Chang-Yu Hsieh, Shengyu Zhang
ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein Evolution. CoRR (2022)
Yue Wan, Benben Liao, Chang-Yu Hsieh, Shengyu Zhang
Retroformer: Pushing the Limits of Interpretable End-to-end Retrosynthesis Transformer. CoRR (2022)
Jike Wang, Chang-Yu Hsieh, Mingyang Wang, Xiaorui Wang, Zhenxing Wu, Dejun Jiang, Benben Liao, Xujun Zhang, Bo Yang, Qiaojun He, Dongsheng Cao, Xi Chen, Tingjun Hou
Multi-constraint molecular generation based on conditional transformer, knowledge distillation and reinforcement learning. Nat. Mach. Intell. 3 (10) (2021)
Yitong Meng, Xinyan Dai, Xiao Yan, James Cheng, Weiwen Liu, Jun Guo, Benben Liao, Guangyong Chen
PMD: An Optimal Transportation-Based User Distance for Recommender Systems. ECIR (2) (2020)
Yitong Meng, Weiwen Liu, Benben Liao, Jun Guo, Guangyong Chen
PMD: A New User Distance for Recommender Systems. CoRR (2019)
Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang
Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels. CoRR (2019)
Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang
Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels. ICML (2019)
Guangyong Chen, Pengfei Chen, Yujun Shi, Chang-Yu Hsieh, Benben Liao, Shengyu Zhang
Rethinking the Usage of Batch Normalization and Dropout in the Training of Deep Neural Networks. CoRR (2019)
Yujun Shi, Benben Liao, Guangyong Chen, Yun Liu, Ming-Ming Cheng, Jiashi Feng
Understanding Adversarial Behavior of DNNs by Disentangling Non-Robust and Robust Components in Performance Metric. CoRR (2019)
Yitong Meng, Guangyong Chen, Benben Liao, Jun Guo, Weiwen Liu
Wasserstein Collaborative Filtering for Item Cold-start Recommendation. CoRR (2019)
Guangyong Chen, Pengfei Chen, Chang-Yu Hsieh, Chee-Kong Lee, Benben Liao, Renjie Liao, Weiwen Liu, Jiezhong Qiu, Qiming Sun, Jie Tang, Richard S. Zemel, Shengyu Zhang
Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models. CoRR (2019)
Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang
A Meta Approach to Defend Noisy Labels by the Manifold Regularizer PSDR. CoRR (2019)