Benben Liao - RankMe

12 papers A* 1Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein Evolution. CoRR Lixue Cheng, Ziyi Yang, Benben Liao, Chang-Yu Hsieh, Shengyu Zhang
2022	J	`jnl`	Retroformer: Pushing the Limits of Interpretable End-to-end Retrosynthesis Transformer. CoRR Yue Wan, Benben Liao, Chang-Yu Hsieh, Shengyu Zhang
2021	J	`jnl`	Multi-constraint molecular generation based on conditional transformer, knowledge distillation and reinforcement learning. Nat. Mach. Intell. 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
2020	—	`conf`	PMD: An Optimal Transportation-Based User Distance for Recommender Systems. ECIR (2) Yitong Meng, Xinyan Dai, Xiao Yan, James Cheng, Weiwen Liu, Jun Guo, Benben Liao, Guangyong Chen
2019	J	`jnl`	A Meta Approach to Defend Noisy Labels by the Manifold Regularizer PSDR. CoRR Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang
2019	J	`jnl`	Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models. CoRR 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
2019	J	`jnl`	PMD: A New User Distance for Recommender Systems. CoRR Yitong Meng, Weiwen Liu, Benben Liao, Jun Guo, Guangyong Chen
2019	J	`jnl`	Rethinking the Usage of Batch Normalization and Dropout in the Training of Deep Neural Networks. CoRR Guangyong Chen, Pengfei Chen, Yujun Shi, Chang-Yu Hsieh, Benben Liao, Shengyu Zhang
2019	J	`jnl`	Understanding Adversarial Behavior of DNNs by Disentangling Non-Robust and Robust Components in Performance Metric. CoRR Yujun Shi, Benben Liao, Guangyong Chen, Yun Liu, Ming-Ming Cheng, Jiashi Feng
2019	A*	`conf`	Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels. ICML Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang
2019	J	`jnl`	Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels. CoRR Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang
2019	J	`jnl`	Wasserstein Collaborative Filtering for Item Cold-start Recommendation. CoRR Yitong Meng, Guangyong Chen, Benben Liao, Jun Guo, Weiwen Liu