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ODBO: Bayesian Optimization with Search Space Prescreening for Directed Protein Evolution


May 19, 2022
Lixue Cheng, Ziyi Yang, Benben Liao, Changyu Hsieh, Shengyu Zhang

* 24 pages, 10 figures 

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Contrastive Learning with Positive-Negative Frame Mask for Music Representation


Apr 03, 2022
Dong Yao, Zhou Zhao, Shengyu Zhang, Jieming Zhu, Yudong Zhu, Rui Zhang, Xiuqiang He

* Accepted by WWW2022 

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BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation


Mar 21, 2022
Wenqiao Zhang, Lei Zhu, James Hallinan, Andrew Makmur, Shengyu Zhang, Qingpeng Cai, Beng Chin Ooi

* CVPR 2022 
* 11 pages 

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End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding


Mar 15, 2022
Mengze Li, Tianbao Wang, Haoyu Zhang, Shengyu Zhang, Zhou Zhao, Jiaxu Miao, Wenqiao Zhang, Wenming Tan, Jin Wang, Peng Wang, Shiliang Pu, Fei Wu


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A Novel Architecture Slimming Method for Network Pruning and Knowledge Distillation


Feb 21, 2022
Dongqi Wang, Shengyu Zhang, Zhipeng Di, Xin Lin, Weihua Zhou, Fei Wu


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Retroformer: Pushing the Limits of Interpretable End-to-end Retrosynthesis Transformer


Jan 29, 2022
Yue Wan, Benben Liao, Chang-Yu Hsieh, Shengyu Zhang


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MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-based Image Captioning


Dec 13, 2021
Wenqiao Zhang, Haochen Shi, Jiannan Guo, Shengyu Zhang, Qingpeng Cai, Juncheng Li, Sihui Luo, Yueting Zhuang


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Learning Large-scale Network Embedding from Representative Subgraph


Dec 02, 2021
Junsheng Kong, Weizhao Li, Ben Liao, Jiezhong Qiu, Chang-Yu, Hsieh, Yi Cai, Jinhui Zhu, Shengyu Zhang

* 10 pages, 5 figures 

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Edge-Cloud Polarization and Collaboration: A Comprehensive Survey


Nov 12, 2021
Jiangchao Yao, Shengyu Zhang, Yang Yao, Feng Wang, Jianxin Ma, Jianwei Zhang, Yunfei Chu, Luo Ji, Kunyang Jia, Tao Shen, Anpeng Wu, Fengda Zhang, Ziqi Tan, Kun Kuang, Chao Wu, Fei Wu, Jingren Zhou, Hongxia Yang

* 20 pages. Under Submission. arXiv admin note: text overlap with arXiv:2103.13630 by other authors 

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Multi-trends Enhanced Dynamic Micro-video Recommendation


Oct 08, 2021
Yujie Lu, Yingxuan Huang, Shengyu Zhang, Wei Han, Hui Chen, Zhou Zhao, Fei Wu

* 11 pages, 2 figures 

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Stable Prediction on Graphs with Agnostic Distribution Shift


Oct 08, 2021
Shengyu Zhang, Kun Kuang, Jiezhong Qiu, Jin Yu, Zhou Zhao, Hongxia Yang, Zhongfei Zhang, Fei Wu

* 11 pages, 6 figures 

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Why Do We Click: Visual Impression-aware News Recommendation


Sep 26, 2021
Jiahao Xun, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Qi Zhang, Jingjie Li, Xiuqiang He, Xiaofei He, Tat-Seng Chua, Fei Wu

* Accepted by ACM Multimedia 2021 

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Fast Extraction of Word Embedding from Q-contexts


Sep 15, 2021
Junsheng Kong, Weizhao Li, Zeyi Liu, Ben Liao, Jiezhong Qiu, Chang-Yu Hsieh, Yi Cai, Shengyu Zhang

* Accepted by CIKM 2021 

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CauseRec: Counterfactual User Sequence Synthesis for Sequential Recommendation


Sep 11, 2021
Shengyu Zhang, Dong Yao, Zhou Zhao, Tat-seng Chua, Fei Wu

* Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021) 

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Modeling High-order Interactions across Multi-interests for Micro-video Reommendation


Apr 01, 2021
Dong Yao, Shengyu Zhang, Zhou Zhao, Wenyan Fan, Jieming Zhu, Xiuqiang He, Fei Wu

* accepted to AAAI 2021 

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MGD-GAN: Text-to-Pedestrian generation through Multi-Grained Discrimination


Oct 02, 2020
Shengyu Zhang, Donghui Wang, Zhou Zhao, Siliang Tang, Di Xie, Fei Wu

* 8 pages, 6 figures 

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DeVLBert: Learning Deconfounded Visio-Linguistic Representations


Aug 16, 2020
Shengyu Zhang, Tan Jiang, Tan Wang, Kun Kuang, Zhou Zhao, Jianke Zhu, Jin Yu, Hongxia Yang, Fei Wu

* 10 pages, 4 figures, to appear in ACM MM 2020 proceedings 

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Poet: Product-oriented Video Captioner for E-commerce


Aug 16, 2020
Shengyu Zhang, Ziqi Tan, Jin Yu, Zhou Zhao, Kun Kuang, Jie Liu, Jingren Zhou, Hongxia Yang, Fei Wu

* 10 pages, 3 figures, to appear in ACM MM 2020 proceedings 

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Comprehensive Information Integration Modeling Framework for Video Titling


Jun 24, 2020
Shengyu Zhang, Ziqi Tan, Jin Yu, Zhou Zhao, Kun Kuang, Tan Jiang, Jingren Zhou, Hongxia Yang, Fei Wu

* 11 pages, 6 figures, to appear in KDD 2020 proceedings 

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Adaptive Double-Exploration Tradeoff for Outlier Detection


May 13, 2020
Xiaojin Zhang, Honglei Zhuang, Shengyu Zhang, Yuan Zhou


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Grounded and Controllable Image Completion by Incorporating Lexical Semantics


Feb 29, 2020
Shengyu Zhang, Tan Jiang, Qinghao Huang, Ziqi Tan, Zhou Zhao, Siliang Tang, Jin Yu, Hongxia Yang, Yi Yang, Fei Wu

* 9 pages, 9 figures 

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Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models


Jun 22, 2019
Guangyong Chen, Pengfei Chen, Chang-Yu Hsieh, Chee-Kong Lee, Benben Liao, Renjie Liao, Weiwen Liu, Jiezhong Qiu, Qiming Sun, Jie Tang, Richard Zemel, Shengyu Zhang

* Authors are listed in alphabetical order 

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A Meta Approach to Defend Noisy Labels by the Manifold Regularizer PSDR


Jun 13, 2019
Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang

* Correspondence to: Guangyong Chen  

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Utilizing Edge Features in Graph Neural Networks via Variational Information Maximization


Jun 13, 2019
Pengfei Chen, Weiwen Liu, Chang-Yu Hsieh, Guangyong Chen, Shengyu Zhang

* 1. Pengfei Chen and Weiwen Liu have equal contribution. 2. Correspondence to: Guangyong Chen  

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Rethinking the Usage of Batch Normalization and Dropout in the Training of Deep Neural Networks


May 15, 2019
Guangyong Chen, Pengfei Chen, Yujun Shi, Chang-Yu Hsieh, Benben Liao, Shengyu Zhang

* Correspondence to:Benben Liao  

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Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels


May 13, 2019
Pengfei Chen, Benben Liao, Guangyong Chen, Shengyu Zhang

* Correspondence to: Guangyong Chen  

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Quantum algorithms for feedforward neural networks


Dec 07, 2018
Jonathan Allcock, Chang-Yu Hsieh, Iordanis Kerenidis, Shengyu Zhang

* 18 pages, 2 figures 

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Online Clustering of Contextual Cascading Bandits


Nov 23, 2017
Shuai Li, Shengyu Zhang


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