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AppealNet: An Efficient and Highly-Accurate Edge/Cloud Collaborative Architecture for DNN Inference


May 12, 2021
Min Li, Yu Li, Ye Tian, Li Jiang, Qiang Xu

* Accepted by DAC2021 

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LEGOEval: An Open-Source Toolkit for Dialogue System Evaluation via Crowdsourcing


May 05, 2021
Yu Li, Josh Arnold, Feifan Yan, Weiyan Shi, Zhou Yu


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QueryInst: Parallelly Supervised Mask Query for Instance Segmentation


May 05, 2021
Yuxin Fang, Shusheng Yang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, Wenyu Liu


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DEUX: An Attribute-Guided Framework for Sociable Recommendation Dialog Systems


Apr 16, 2021
Yu Li, Shirley Anugrah Hayati, Weiyan Shi, Zhou Yu


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Crossover Learning for Fast Online Video Instance Segmentation


Apr 13, 2021
Shusheng Yang, Yuxin Fang, Xinggang Wang, Yu Li, Chen Fang, Ying Shan, Bin Feng, Wenyu Liu


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Beyond Categorical Label Representations for Image Classification


Apr 06, 2021
Boyuan Chen, Yu Li, Sunand Raghupathi, Hod Lipson

* International Conference on Learning Representations (ICLR 2021). Project page is at \url{https://www.creativemachineslab.com/label-representation.html

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CLiMP: A Benchmark for Chinese Language Model Evaluation


Jan 26, 2021
Beilei Xiang, Changbing Yang, Yu Li, Alex Warstadt, Katharina Kann


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Towards Real-World Blind Face Restoration with Generative Facial Prior


Jan 11, 2021
Xintao Wang, Yu Li, Honglun Zhang, Ying Shan

* Technical report, 11 pages, 8 figures 

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Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration


Dec 31, 2020
Weiyan Shi, Yu Li, Saurav Sahay, Zhou Yu


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Two-Stage Single Image Reflection Removal with Reflection-Aware Guidance


Dec 02, 2020
Yu Li, Ming Liu, Yaling Yi, Qince Li, Dongwei Ren, Wangmeng Zuo


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Gunrock 2.0: A User Adaptive Social Conversational System


Nov 30, 2020
Kaihui Liang, Austin Chau, Yu Li, Xueyuan Lu, Dian Yu, Mingyang Zhou, Ishan Jain, Sam Davidson, Josh Arnold, Minh Nguyen, Zhou Yu

* Published in 3rd Proceedings of Alexa Prize (Alexa Prize 2020) 

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DeepDyve: Dynamic Verification for Deep Neural Networks


Oct 16, 2020
Yu Li, Min Li, Bo Luo, Ye Tian, Qiang Xu


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A Simple Yet Effective Method for Video Temporal Grounding with Cross-Modality Attention


Sep 23, 2020
Binjie Zhang, Yu Li, Chun Yuan, Dejing Xu, Pin Jiang, Ying Shan

* 9 pages 

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Dual Semantic Fusion Network for Video Object Detection


Sep 16, 2020
Lijian Lin, Haosheng Chen, Honglun Zhang, Jun Liang, Yu Li, Ying Shan, Hanzi Wang

* ACM Multimedia 2020 
* 9 pages,6 figures 

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Towards Structured Prediction in Bioinformatics with Deep Learning


Aug 25, 2020
Yu Li

* PhD dissertatation 

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The Devil is in Classification: A Simple Framework for Long-tail Instance Segmentation


Jul 31, 2020
Tao Wang, Yu Li, Bingyi Kang, Junnan Li, Junhao Liew, Sheng Tang, Steven Hoi, Jiashi Feng

* LVIS 2019 challenge winner, performance significantly improved after challenge submission, accepted at ECCV 2019 

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Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax


Jun 18, 2020
Yu Li, Tao Wang, Bingyi Kang, Sheng Tang, Chunfeng Wang, Jintao Li, Jiashi Feng

* CVPR 2020 (Oral). Code is available at https://github.com/FishYuLi/BalancedGroupSoftmax 

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Learning to Stop While Learning to Predict


Jun 09, 2020
Xinshi Chen, Hanjun Dai, Yu Li, Xin Gao, Le Song

* Proceedings of the 37th International Conference on Machine Learning 

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Learning to Dehaze From Realistic Scene with A Fast Physics Based Dehazing Network


Apr 18, 2020
Ruoteng Li, Xiaoyi Zhang, Shaodi You, Yu Li


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RNA Secondary Structure Prediction By Learning Unrolled Algorithms


Feb 13, 2020
Xinshi Chen, Yu Li, Ramzan Umarov, Xin Gao, Le Song

* International Conference on Learning Representations 2020 

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Fast Video Object Segmentation using the Global Context Module


Jan 30, 2020
Yu Li, Zhuoran Shen, Ying Shan


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Asymmetric GAN for Unpaired Image-to-image Translation


Dec 25, 2019
Yu Li, Sheng Tang, Rui Zhang, Yongdong Zhang, Jintao Li, Shuicheng Yan

* IEEE Transactions on Image Processing 2019 
* Accepted by IEEE Transactions on Image Processing (TIP) 2019 

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End-to-End Trainable Non-Collaborative Dialog System


Nov 25, 2019
Yu Li, Kun Qian, Weiyan Shi, Zhou Yu


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On Functional Test Generation for Deep Neural Network IPs


Nov 23, 2019
Bo Luo, Yu Li, Lingxiao Wei, Qiang Xu

* 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) 

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Unsupervised Learning for Intrinsic Image Decomposition from a Single Image


Nov 22, 2019
Yunfei Liu, Yu Li, Shaodi You, Feng Lu


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