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@article{DBLP:journals/patterns/YuanHLLMBGLZJS24, author = {Xinmei Yuan and Jiangbiao He and Yutong Li and Yu Liu and Yifan Ma and Bo Bao and Leqi Gu and Lili Li and Hui Zhang and Yucheng Jin and Long Sun}, title = {Data-driven evaluation of electric vehicle energy consumption for generalizing standard testing to real-world driving}, journal = {Patterns}, volume = {5}, number = {4}, pages = {100950}, year = {2024}, url = {https://doi.org/10.1016/j.patter.2024.100950}, doi = {10.1016/J.PATTER.2024.100950}, timestamp = {Sun, 14 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/patterns/YuanHLLMBGLZJS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tdsc/LiuZZTHHR24, author = {Jianwei Liu and Xiang Zou and Leqi Zhao and Yusheng Tao and Sideng Hu and Jinsong Han and Kui Ren}, title = {Privacy Leakage in Wireless Charging}, journal = {{IEEE} Trans. Dependable Secur. Comput.}, volume = {21}, number = {2}, pages = {501--514}, year = {2024}, url = {https://doi.org/10.1109/TDSC.2022.3173063}, doi = {10.1109/TDSC.2022.3173063}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tdsc/LiuZZTHHR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/DingLHLZWW24, author = {Leqi Ding and Lei Liu and Yan Huang and Chenglong Li and Cheng Zhang and Wei Wang and Liang Wang}, title = {Text-to-Image Vehicle Re-Identification: Multi-Scale Multi-View Cross-Modal Alignment Network and a Unified Benchmark}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {25}, number = {7}, pages = {7673--7686}, year = {2024}, url = {https://doi.org/10.1109/TITS.2023.3348599}, doi = {10.1109/TITS.2023.3348599}, timestamp = {Tue, 30 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tits/DingLHLZWW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/infocom/Zhao00H24, author = {Leqi Zhao and Rui Xiao and Jianwei Liu and Jinsong Han}, title = {One is Enough: Enabling One-shot Device-free Gesture Recognition with {COTS} WiFi}, booktitle = {{IEEE} {INFOCOM} 2024 - {IEEE} Conference on Computer Communications, Vancouver, BC, Canada, May 20-23, 2024}, pages = {1231--1240}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/INFOCOM52122.2024.10621091}, doi = {10.1109/INFOCOM52122.2024.10621091}, timestamp = {Tue, 20 Aug 2024 13:54:36 +0200}, biburl = {https://dblp.org/rec/conf/infocom/Zhao00H24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nsdi/JiangLZHCZPLXNJ24, author = {Ziheng Jiang and Haibin Lin and Yinmin Zhong and Qi Huang and Yangrui Chen and Zhi Zhang and Yanghua Peng and Xiang Li and Cong Xie and Shibiao Nong and Yulu Jia and Sun He and Hongmin Chen and Zhihao Bai and Qi Hou and Shipeng Yan and Ding Zhou and Yiyao Sheng and Zhuo Jiang and Haohan Xu and Haoran Wei and Zhang Zhang and Pengfei Nie and Leqi Zou and Sida Zhao and Liang Xiang and Zherui Liu and Zhe Li and Xiaoying Jia and Jianxi Ye and Xin Jin and Xin Liu}, editor = {Laurent Vanbever and Irene Zhang}, title = {MegaScale: Scaling Large Language Model Training to More Than 10, 000 GPUs}, booktitle = {21st {USENIX} Symposium on Networked Systems Design and Implementation, {NSDI} 2024, Santa Clara, CA, April 15-17, 2024}, pages = {745--760}, publisher = {{USENIX} Association}, year = {2024}, url = {https://www.usenix.org/conference/nsdi24/presentation/jiang-ziheng}, timestamp = {Tue, 20 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nsdi/JiangLZHCZPLXNJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-05133, author = {Xinyu Li and Zachary C. Lipton and Liu Leqi}, title = {Personalized Language Modeling from Personalized Human Feedback}, journal = {CoRR}, volume = {abs/2402.05133}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.05133}, doi = {10.48550/ARXIV.2402.05133}, eprinttype = {arXiv}, eprint = {2402.05133}, timestamp = {Wed, 14 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-05133.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-15627, author = {Ziheng Jiang and Haibin Lin and Yinmin Zhong and Qi Huang and Yangrui Chen and Zhi Zhang and Yanghua Peng and Xiang Li and Cong Xie and Shibiao Nong and Yulu Jia and Sun He and Hongmin Chen and Zhihao Bai and Qi Hou and Shipeng Yan and Ding Zhou and Yiyao Sheng and Zhuo Jiang and Haohan Xu and Haoran Wei and Zhang Zhang and Pengfei Nie and Leqi Zou and Sida Zhao and Liang Xiang and Zherui Liu and Zhe Li and Xiaoying Jia and Jianxi Ye and Xin Jin and Xin Liu}, title = {MegaScale: Scaling Large Language Model Training to More Than 10, 000 GPUs}, journal = {CoRR}, volume = {abs/2402.15627}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.15627}, doi = {10.48550/ARXIV.2402.15627}, eprinttype = {arXiv}, eprint = {2402.15627}, timestamp = {Tue, 20 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-15627.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-08192, author = {Xingyu Lu and He Cao and Zijing Liu and Shengyuan Bai and Leqing Chen and Yuan Yao and Hai{-}Tao Zheng and Yu Li}, title = {MoleculeQA: {A} Dataset to Evaluate Factual Accuracy in Molecular Comprehension}, journal = {CoRR}, volume = {abs/2403.08192}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.08192}, doi = {10.48550/ARXIV.2403.08192}, eprinttype = {arXiv}, eprint = {2403.08192}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-08192.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-08743, author = {Jingling Li and Zeyu Tang and Xiaoyu Liu and Peter Spirtes and Kun Zhang and Liu Leqi and Yang Liu}, title = {Steering LLMs Towards Unbiased Responses: {A} Causality-Guided Debiasing Framework}, journal = {CoRR}, volume = {abs/2403.08743}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.08743}, doi = {10.48550/ARXIV.2403.08743}, eprinttype = {arXiv}, eprint = {2403.08743}, timestamp = {Thu, 01 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-08743.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-12366, author = {Sarah Dean and Evan Dong and Meena Jagadeesan and Liu Leqi}, title = {Accounting for {AI} and Users Shaping One Another: The Role of Mathematical Models}, journal = {CoRR}, volume = {abs/2404.12366}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.12366}, doi = {10.48550/ARXIV.2404.12366}, eprinttype = {arXiv}, eprint = {2404.12366}, timestamp = {Wed, 22 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-12366.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-15059, author = {Raphael Koster and Miruna P{\^{\i}}slar and Andrea Tacchetti and Jan Balaguer and Leqi Liu and Romuald Elie and Oliver P. Hauser and Karl Tuyls and Matt M. Botvinick and Christopher Summerfield}, title = {Using deep reinforcement learning to promote sustainable human behaviour on a common pool resource problem}, journal = {CoRR}, volume = {abs/2404.15059}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.15059}, doi = {10.48550/ARXIV.2404.15059}, eprinttype = {arXiv}, eprint = {2404.15059}, timestamp = {Mon, 27 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-15059.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/ZhangCL23, author = {Ji Zhang and Leqi Cai and Huanyou Liu}, title = {Integrated Sensing and Communication via Orthogonal Time Frequency Space Signaling with Hybrid Message Passing Detection and Fractional Parameter Estimation}, journal = {Sensors}, volume = {23}, number = {24}, pages = {9874}, year = {2023}, url = {https://doi.org/10.3390/s23249874}, doi = {10.3390/S23249874}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sensors/ZhangCL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/chi/LeqiZKLM23, author = {Liu Leqi and Giulio Zhou and Fatma Kilin{\c{c}}{-}Karzan and Zachary C. Lipton and Alan L. Montgomery}, editor = {Albrecht Schmidt and Kaisa V{\"{a}}{\"{a}}n{\"{a}}nen and Tesh Goyal and Per Ola Kristensson and Anicia Peters and Stefanie Mueller and Julie R. Williamson and Max L. Wilson}, title = {A Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-armed Bandits}, booktitle = {Proceedings of the 2023 {CHI} Conference on Human Factors in Computing Systems, {CHI} 2023, Hamburg, Germany, April 23-28, 2023}, pages = {504:1--504:16}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3544548.3580670}, doi = {10.1145/3544548.3580670}, timestamp = {Sat, 29 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/chi/LeqiZKLM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-09088, author = {Liu Leqi and Giulio Zhou and Fatma Kilin{\c{c}}{-}Karzan and Zachary C. Lipton and Alan L. Montgomery}, title = {A Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-armed Bandits}, journal = {CoRR}, volume = {abs/2304.09088}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.09088}, doi = {10.48550/ARXIV.2304.09088}, eprinttype = {arXiv}, eprint = {2304.09088}, timestamp = {Mon, 24 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-09088.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-07045, author = {Zhexin Zhang and Leqi Lei and Lindong Wu and Rui Sun and Yongkang Huang and Chong Long and Xiao Liu and Xuanyu Lei and Jie Tang and Minlie Huang}, title = {SafetyBench: Evaluating the Safety of Large Language Models with Multiple Choice Questions}, journal = {CoRR}, volume = {abs/2309.07045}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.07045}, doi = {10.48550/ARXIV.2309.07045}, eprinttype = {arXiv}, eprint = {2309.07045}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-07045.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-07068, author = {Tongkun Liu and Bing Li and Xiao Du and Bingke Jiang and Leqi Geng and Feiyang Wang and Zhuo Zhao}, title = {{FAIR:} Frequency-aware Image Restoration for Industrial Visual Anomaly Detection}, journal = {CoRR}, volume = {abs/2309.07068}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.07068}, doi = {10.48550/ARXIV.2309.07068}, eprinttype = {arXiv}, eprint = {2309.07068}, timestamp = {Tue, 19 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-07068.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aisy/ZhaoHZCLWWCLZY22, author = {Huangxuan Zhao and Jia Huang and Qiang Zhou and Ningbo Chen and Liangjian Liu and Xinggang Wang and Tao Wang and Leqing Chen and Chengbo Liu and Chuansheng Zheng and Fan Yang}, title = {Deep Learning-Based Optical-Resolution Photoacoustic Microscopy for In Vivo 3D Microvasculature Imaging and Segmentation}, journal = {Adv. Intell. Syst.}, volume = {4}, number = {9}, year = {2022}, url = {https://doi.org/10.1002/aisy.202200004}, doi = {10.1002/AISY.202200004}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aisy/ZhaoHZCLWWCLZY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jvis/WuLWL22, author = {Guoqing Wu and De{-}Ye Lin and Huawei Wang and Leqing Liu}, title = {Visual analysis of defect clustering in 3D irradiation damage simulation data}, journal = {J. Vis.}, volume = {25}, number = {1}, pages = {31--45}, year = {2022}, url = {https://doi.org/10.1007/s12650-021-00769-9}, doi = {10.1007/S12650-021-00769-9}, timestamp = {Wed, 21 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jvis/WuLWL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsc/XiaJLLJ22, author = {Zhihua Xia and Leqi Jiang and Dandan Liu and Lihua Lu and Byeungwoo Jeon}, title = {{BOEW:} {A} Content-Based Image Retrieval Scheme Using Bag-of-Encrypted-Words in Cloud Computing}, journal = {{IEEE} Trans. Serv. Comput.}, volume = {15}, number = {1}, pages = {202--214}, year = {2022}, url = {https://doi.org/10.1109/TSC.2019.2927215}, doi = {10.1109/TSC.2019.2927215}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsc/XiaJLLJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Ben-PoratCLLM22, author = {Omer Ben{-}Porat and Lee Cohen and Liu Leqi and Zachary C. Lipton and Yishay Mansour}, title = {Modeling Attrition in Recommender Systems with Departing Bandits}, booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI} 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22 - March 1, 2022}, pages = {6072--6079}, publisher = {{AAAI} Press}, year = {2022}, url = {https://doi.org/10.1609/aaai.v36i6.20554}, doi = {10.1609/AAAI.V36I6.20554}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Ben-PoratCLLM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/HuangLLA22, author = {Audrey Huang and Liu Leqi and Zachary C. Lipton and Kamyar Azizzadenesheli}, editor = {Gustau Camps{-}Valls and Francisco J. R. Ruiz and Isabel Valera}, title = {Off-Policy Risk Assessment for Markov Decision Processes}, booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2022, 28-30 March 2022, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {151}, pages = {5022--5050}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v151/huang22b.html}, timestamp = {Sat, 30 Sep 2023 09:34:08 +0200}, biburl = {https://dblp.org/rec/conf/aistats/HuangLLA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/XiangYLGLQF22, author = {Suncheng Xiang and Guanjie You and Leqi Li and Mengyuan Guan and Ting Liu and Dahong Qian and Yuzhuo Fu}, title = {Rethinking Illumination for Person Re-Identification: {A} Unified View}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops, {CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022}, pages = {4730--4738}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPRW56347.2022.00519}, doi = {10.1109/CVPRW56347.2022.00519}, timestamp = {Thu, 20 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/XiangYLGLQF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/HuangLLHGS022, author = {Biwei Huang and Chaochao Lu and Liu Leqi and Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and Clark Glymour and Bernhard Sch{\"{o}}lkopf and Kun Zhang}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Action-Sufficient State Representation Learning for Control with Structural Constraints}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {9260--9279}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/huang22f.html}, timestamp = {Tue, 12 Jul 2022 17:36:52 +0200}, biburl = {https://dblp.org/rec/conf/icml/HuangLLHGS022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LeqiHLA22, author = {Liu Leqi and Audrey Huang and Zachary C. Lipton and Kamyar Azizzadenesheli}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Supervised Learning with General Risk Functionals}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {12570--12592}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/leqi22a.html}, timestamp = {Tue, 12 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/LeqiHLA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icwsm/JiangJLW22, author = {Yueyi Jiang and Yunfan Jiang and Liu Leqi and Piotr Winkielman}, editor = {Ceren Budak and Meeyoung Cha and Daniele Quercia}, title = {Many Ways to Be Lonely: Fine-Grained Characterization of Loneliness and Its Potential Changes in {COVID-19}}, booktitle = {Proceedings of the Sixteenth International {AAAI} Conference on Web and Social Media, {ICWSM} 2022, Atlanta, Georgia, USA, June 6-9, 2022}, pages = {405--416}, publisher = {{AAAI} Press}, year = {2022}, url = {https://ojs.aaai.org/index.php/ICWSM/article/view/19302}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icwsm/JiangJLW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/GiancolaCDMSKZB22, author = {Silvio Giancola and Anthony Cioppa and Adrien Deli{\`{e}}ge and Floriane Magera and Vladimir Somers and Le Kang and Xin Zhou and Olivier Barnich and Christophe De Vleeschouwer and Alexandre Alahi and Bernard Ghanem and Marc Van Droogenbroeck and Abdulrahman Darwish and Adrien Maglo and Albert Clap{\'{e}}s and Andreas Luyts and Andrei Boiarov and Artur Xarles and Astrid Orcesi and Avijit Shah and Baoyu Fan and Bharath Comandur and Chen Chen and Chen Zhang and Chen Zhao and Chengzhi Lin and Cheuk{-}Yiu Chan and Chun Chuen Hui and Dengjie Li and Fan Yang and Fan Liang and Fang Da and Feng Yan and Fufu Yu and Guanshuo Wang and H. Anthony Chan and He Zhu and Hongwei Kan and Jiaming Chu and Jianming Hu and Jianyang Gu and Jin Chen and Jo{\~{a}}o V. B. Soares and Jonas Theiner and Jorge De Corte and Jos{\'{e}} Henrique Brito and Jun Zhang and Junjie Li and Junwei Liang and Leqi Shen and Lin Ma and Lingchi Chen and Miguel Santos Marques and Mike Azatov and Nikita Kasatkin and Ning Wang and Qiong Jia and Quoc{-}Cuong Pham and Ralph Ewerth and Ran Song and Rengang Li and Rikke Gade and Ruben Debien and Runze Zhang and Sangrok Lee and Sergio Escalera and Shan Jiang and Shigeyuki Odashima and Shimin Chen and Shoichi Masui and Shouhong Ding and Sin{-}wai Chan and Siyu Chen and Tallal El Shabrawy and Tao He and Thomas B. Moeslund and Wan{-}Chi Siu and Wei Zhang and Wei Li and Xiangwei Wang and Xiao Tan and Xiaochuan Li and Xiaolin Wei and Xiaoqing Ye and Xing Liu and Xinying Wang and Yandong Guo and Yaqian Zhao and Yi Yu and Yingying Li and Yue He and Yujie Zhong and Zhenhua Guo and Zhiheng Li}, editor = {Rainer Lienhart and Thomas B. Moeslund and Hideo Saito}, title = {SoccerNet 2022 Challenges Results}, booktitle = {MMSports@MM 2022: Proceedings of the 5th International {ACM} Workshop on Multimedia Content Analysis in Sports, Lisboa, Portugal, 14 October 2022}, pages = {75--86}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3552437.3558545}, doi = {10.1145/3552437.3558545}, timestamp = {Tue, 30 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mm/GiancolaCDMSKZB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recsys/0004ZZWZTZZWWC22, author = {Zhuoran Liu and Leqi Zou and Xuan Zou and Caihua Wang and Biao Zhang and Da Tang and Bolin Zhu and Yijie Zhu and Peng Wu and Ke Wang and Youlong Cheng}, editor = {Jo{\~{a}}o Vinagre and Marie Al{-}Ghossein and Al{\'{\i}}pio M{\'{a}}rio Jorge and Albert Bifet and Ladislav Peska}, title = {Monolith: Real Time Recommendation System with Collisionless Embedding Table}, booktitle = {Proceedings of the 5th Workshop on Online Recommender Systems and User Modeling co-located with the 16th {ACM} Conference on Recommender Systems, ORSUM@RecSys 2022, Seattle, WA, USA, September 23rd, 2022}, series = {{CEUR} Workshop Proceedings}, volume = {3303}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3303/paper8.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:14 +0100}, biburl = {https://dblp.org/rec/conf/recsys/0004ZZWZTZZWWC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-07423, author = {Yueyi Jiang and Yunfan Jiang and Liu Leqi and Piotr Winkielman}, title = {Many Ways to be Lonely: Fine-grained Characterization of Loneliness and its Potential Changes in {COVID-19}}, journal = {CoRR}, volume = {abs/2201.07423}, year = {2022}, url = {https://arxiv.org/abs/2201.07423}, eprinttype = {arXiv}, eprint = {2201.07423}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-07423.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-13423, author = {Omer Ben{-}Porat and Lee Cohen and Liu Leqi and Zachary C. Lipton and Yishay Mansour}, title = {Modeling Attrition in Recommender Systems with Departing Bandits}, journal = {CoRR}, volume = {abs/2203.13423}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.13423}, doi = {10.48550/ARXIV.2203.13423}, eprinttype = {arXiv}, eprint = {2203.13423}, timestamp = {Wed, 22 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-13423.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-10806, author = {Charvi Rastogi and Liu Leqi and Kenneth Holstein and Hoda Heidari}, title = {A Unifying Framework for Combining Complementary Strengths of Humans and {ML} toward Better Predictive Decision-Making}, journal = {CoRR}, volume = {abs/2204.10806}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.10806}, doi = {10.48550/ARXIV.2204.10806}, eprinttype = {arXiv}, eprint = {2204.10806}, timestamp = {Mon, 25 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-10806.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-13648, author = {Liu Leqi and Audrey Huang and Zachary C. Lipton and Kamyar Azizzadenesheli}, title = {Supervised Learning with General Risk Functionals}, journal = {CoRR}, volume = {abs/2206.13648}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.13648}, doi = {10.48550/ARXIV.2206.13648}, eprinttype = {arXiv}, eprint = {2206.13648}, timestamp = {Tue, 05 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-13648.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-07663, author = {Zhuoran Liu and Leqi Zou and Xuan Zou and Caihua Wang and Biao Zhang and Da Tang and Bolin Zhu and Yijie Zhu and Peng Wu and Ke Wang and Youlong Cheng}, title = {Monolith: Real Time Recommendation System With Collisionless Embedding Table}, journal = {CoRR}, volume = {abs/2209.07663}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.07663}, doi = {10.48550/ARXIV.2209.07663}, eprinttype = {arXiv}, eprint = {2209.07663}, timestamp = {Wed, 19 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-07663.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-10444, author = {Audrey Huang and Liu Leqi and Zachary Chase Lipton and Kamyar Azizzadenesheli}, title = {Off-Policy Risk Assessment in Markov Decision Processes}, journal = {CoRR}, volume = {abs/2209.10444}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.10444}, doi = {10.48550/ARXIV.2209.10444}, eprinttype = {arXiv}, eprint = {2209.10444}, timestamp = {Wed, 28 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-10444.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-02365, author = {Silvio Giancola and Anthony Cioppa and Adrien Deli{\`{e}}ge and Floriane Magera and Vladimir Somers and Le Kang and Xin Zhou and Olivier Barnich and Christophe De Vleeschouwer and Alexandre Alahi and Bernard Ghanem and Marc Van Droogenbroeck and Abdulrahman Darwish and Adrien Maglo and Albert Clap{\'{e}}s and Andreas Luyts and Andrei Boiarov and Artur Xarles and Astrid Orcesi and Avijit Shah and Baoyu Fan and Bharath Comandur and Chen Chen and Chen Zhang and Chen Zhao and Chengzhi Lin and Cheuk{-}Yiu Chan and Chun Chuen Hui and Dengjie Li and Fan Yang and Fan Liang and Fang Da and Feng Yan and Fufu Yu and Guanshuo Wang and H. Anthony Chan and He Zhu and Hongwei Kan and Jiaming Chu and Jianming Hu and Jianyang Gu and Jin Chen and Jo{\~{a}}o V. B. Soares and Jonas Theiner and Jorge De Corte and Jos{\'{e}} Henrique Brito and Jun Zhang and Junjie Li and Junwei Liang and Leqi Shen and Lin Ma and Lingchi Chen and Miguel Santos Marques and Mike Azatov and Nikita Kasatkin and Ning Wang and Qiong Jia and Quoc{-}Cuong Pham and Ralph Ewerth and Ran Song and Rengang Li and Rikke Gade and Ruben Debien and Runze Zhang and Sangrok Lee and Sergio Escalera and Shan Jiang and Shigeyuki Odashima and Shimin Chen and Shoichi Masui and Shouhong Ding and Sin{-}wai Chan and Siyu Chen and Tallal El Shabrawy and Tao He and Thomas B. Moeslund and Wan{-}Chi Siu and Wei Zhang and Wei Li and Xiangwei Wang and Xiao Tan and Xiaochuan Li and Xiaolin Wei and Xiaoqing Ye and Xing Liu and Xinying Wang and Yandong Guo and Yaqian Zhao and Yi Yu and Yingying Li and Yue He and Yujie Zhong and Zhenhua Guo and Zhiheng Li}, title = {SoccerNet 2022 Challenges Results}, journal = {CoRR}, volume = {abs/2210.02365}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.02365}, doi = {10.48550/ARXIV.2210.02365}, eprinttype = {arXiv}, eprint = {2210.02365}, timestamp = {Tue, 30 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-02365.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-14485, author = {Tongkun Liu and Bing Li and Zhuo Zhao and Xiao Du and Bingke Jiang and Leqi Geng}, title = {Reconstruction from edge image combined with color and gradient difference for industrial surface anomaly detection}, journal = {CoRR}, volume = {abs/2210.14485}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.14485}, doi = {10.48550/ARXIV.2210.14485}, eprinttype = {arXiv}, eprint = {2210.14485}, timestamp = {Mon, 31 Oct 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-14485.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cacm/LeqiHL21, author = {Liu Leqi and Dylan Hadfield{-}Menell and Zachary C. Lipton}, title = {When curation becomes creation}, journal = {Commun. {ACM}}, volume = {64}, number = {12}, pages = {44--47}, year = {2021}, url = {https://doi.org/10.1145/3475161}, doi = {10.1145/3475161}, timestamp = {Tue, 21 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cacm/LeqiHL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/queue/LeqiHL21, author = {Liu Leqi and Dylan Hadfield{-}Menell and Zachary C. Lipton}, title = {When Curation Becomes Creation: Algorithms, microcontent, and the vanishing distinction between platforms and creators}, journal = {{ACM} Queue}, volume = {19}, number = {3}, pages = {11--15}, year = {2021}, url = {https://doi.org/10.1145/3475965.3477229}, doi = {10.1145/3475965.3477229}, timestamp = {Fri, 10 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/queue/LeqiHL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HuangLLA21, author = {Audrey Huang and Liu Leqi and Zachary C. Lipton and Kamyar Azizzadenesheli}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Off-Policy Risk Assessment in Contextual Bandits}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {23714--23726}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/c7502c55f8db540625b59d9a42638520-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/HuangLLA21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LeqiKLM21, author = {Liu Leqi and Fatma Kilin{\c{c}}{-}Karzan and Zachary C. Lipton and Alan L. Montgomery}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Rebounding Bandits for Modeling Satiation Effects}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {4003--4014}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/2109737282d2c2de4fc5534be26c9bb6-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/LeqiKLM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-01802, author = {Liu Leqi and Edward H. Kennedy}, title = {Median Optimal Treatment Regimes}, journal = {CoRR}, volume = {abs/2103.01802}, year = {2021}, url = {https://arxiv.org/abs/2103.01802}, eprinttype = {arXiv}, eprint = {2103.01802}, timestamp = {Thu, 04 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-01802.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-02827, author = {Audrey Huang and Liu Leqi and Zachary C. Lipton and Kamyar Azizzadenesheli}, title = {On the Convergence and Optimality of Policy Gradient for Markov Coherent Risk}, journal = {CoRR}, volume = {abs/2103.02827}, year = {2021}, url = {https://arxiv.org/abs/2103.02827}, eprinttype = {arXiv}, eprint = {2103.02827}, timestamp = {Mon, 15 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-02827.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-08977, author = {Audrey Huang and Liu Leqi and Zachary C. Lipton and Kamyar Azizzadenesheli}, title = {Off-Policy Risk Assessment in Contextual Bandits}, journal = {CoRR}, volume = {abs/2104.08977}, year = {2021}, url = {https://arxiv.org/abs/2104.08977}, eprinttype = {arXiv}, eprint = {2104.08977}, timestamp = {Mon, 26 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-08977.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-00441, author = {Liu Leqi and Dylan Hadfield{-}Menell and Zachary C. Lipton}, title = {When Curation Becomes Creation: Algorithms, Microcontent, and the Vanishing Distinction between Platforms and Creators}, journal = {CoRR}, volume = {abs/2107.00441}, year = {2021}, url = {https://arxiv.org/abs/2107.00441}, eprinttype = {arXiv}, eprint = {2107.00441}, timestamp = {Wed, 07 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-00441.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-05721, author = {Biwei Huang and Chaochao Lu and Liu Leqi and Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and Clark Glymour and Bernhard Sch{\"{o}}lkopf and Kun Zhang}, title = {Action-Sufficient State Representation Learning for Control with Structural Constraints}, journal = {CoRR}, volume = {abs/2110.05721}, year = {2021}, url = {https://arxiv.org/abs/2110.05721}, eprinttype = {arXiv}, eprint = {2110.05721}, timestamp = {Thu, 21 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-05721.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/oms/WuLW20, author = {Leqin Wu and Xin Liu and Zaiwen Wen}, title = {Symmetric rank-1 approximation of symmetric high-order tensors}, journal = {Optim. Methods Softw.}, volume = {35}, number = {2}, pages = {416--438}, year = {2020}, url = {https://doi.org/10.1080/10556788.2019.1678034}, doi = {10.1080/10556788.2019.1678034}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/oms/WuLW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KhimLPR20, author = {Justin Khim and Liu Leqi and Adarsh Prasad and Pradeep Ravikumar}, title = {Uniform Convergence of Rank-weighted Learning}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {5254--5263}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/khim20a.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/KhimLPR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/InouyeLKAR20, author = {David I. Inouye and Liu Leqi and Joon Sik Kim and Bryon Aragam and Pradeep Ravikumar}, editor = {Ryan P. Adams and Vibhav Gogate}, title = {Automated Dependence Plots}, booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, {UAI} 2020, virtual online, August 3-6, 2020}, series = {Proceedings of Machine Learning Research}, volume = {124}, pages = {1238--1247}, publisher = {{AUAI} Press}, year = {2020}, url = {http://proceedings.mlr.press/v124/inouye20a.html}, timestamp = {Tue, 07 May 2024 20:09:01 +0200}, biburl = {https://dblp.org/rec/conf/uai/InouyeLKAR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-06741, author = {Liu Leqi and Fatma Kilin{\c{c}}{-}Karzan and Zachary C. Lipton and Alan L. Montgomery}, title = {Rebounding Bandits for Modeling Satiation Effects}, journal = {CoRR}, volume = {abs/2011.06741}, year = {2020}, url = {https://arxiv.org/abs/2011.06741}, eprinttype = {arXiv}, eprint = {2011.06741}, timestamp = {Wed, 18 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-06741.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/csia/LiuCDS19, author = {Xiangke Liu and Leqi Chen and Meng Deng and Peng Shang}, editor = {Zheng Xu and Kim{-}Kwang Raymond Choo and Ali Dehghantanha and Reza M. Parizi and Mohammad Hammoudeh}, title = {Analysis of {FY-4} Satellite Lightning Data Processing Based on {MATLAB}}, booktitle = {Cyber Security Intelligence and Analytics, {CSIA} 2019, Shenyang, China, 21-22 February 2019}, series = {Advances in Intelligent Systems and Computing}, volume = {928}, pages = {611--618}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-15235-2\_85}, doi = {10.1007/978-3-030-15235-2\_85}, timestamp = {Mon, 11 Jan 2021 10:17:39 +0100}, biburl = {https://dblp.org/rec/conf/csia/LiuCDS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LeqiPR19, author = {Liu Leqi and Adarsh Prasad and Pradeep Ravikumar}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {On Human-Aligned Risk Minimization}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {15029--15038}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/cd6b73b67c77edeaff94e24b961119dd-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/LeqiPR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YangLWLRMC19, author = {Fan Yang and Liu Leqi and Yifan Wu and Zachary Chase Lipton and Pradeep Ravikumar and Tom M. Mitchell and William W. Cohen}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Game Design for Eliciting Distinguishable Behavior}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {4686--4695}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/cc70903297fe1e25537ae50aea186306-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YangLWLRMC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-01108, author = {David I. Inouye and Liu Leqi and Joon Sik Kim and Bryon Aragam and Pradeep Ravikumar}, title = {Diagnostic Curves for Black Box Models}, journal = {CoRR}, volume = {abs/1912.01108}, year = {2019}, url = {http://arxiv.org/abs/1912.01108}, eprinttype = {arXiv}, eprint = {1912.01108}, timestamp = {Thu, 02 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-01108.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-06074, author = {Fan Yang and Liu Leqi and Yifan Wu and Zachary C. Lipton and Pradeep Ravikumar and William W. Cohen and Tom M. Mitchell}, title = {Game Design for Eliciting Distinguishable Behavior}, journal = {CoRR}, volume = {abs/1912.06074}, year = {2019}, url = {http://arxiv.org/abs/1912.06074}, eprinttype = {arXiv}, eprint = {1912.06074}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-06074.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cea/HuYML18, author = {Leqian Hu and Chunling Yin and Shuai Ma and Zhimin Liu}, title = {Assessing the authenticity of black pepper using diffuse reflectance mid-infrared Fourier transform spectroscopy coupled with chemometrics}, journal = {Comput. Electron. Agric.}, volume = {154}, pages = {491--500}, year = {2018}, url = {https://doi.org/10.1016/j.compag.2018.09.029}, doi = {10.1016/J.COMPAG.2018.09.029}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cea/HuYML18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DanLARX18, author = {Chen Dan and Liu Leqi and Bryon Aragam and Pradeep Ravikumar and Eric P. Xing}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {The Sample Complexity of Semi-Supervised Learning with Nonparametric Mixture Models}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {9344--9354}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/8ba6c657b03fc7c8dd4dff8e45defcd2-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/DanLARX18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-03073, author = {Chen Dan and Liu Leqi and Bryon Aragam and Pradeep Ravikumar and Eric P. Xing}, title = {Sample Complexity of Nonparametric Semi-Supervised Learning}, journal = {CoRR}, volume = {abs/1809.03073}, year = {2018}, url = {http://arxiv.org/abs/1809.03073}, eprinttype = {arXiv}, eprint = {1809.03073}, timestamp = {Mon, 07 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-03073.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/LuoZAL17, author = {Shan Luo and Leqi Zhu and Kaspar Althoefer and Hongbin Liu}, title = {Knock-Knock: Acoustic object recognition by using stacked denoising autoencoders}, journal = {Neurocomputing}, volume = {267}, pages = {18--24}, year = {2017}, url = {https://doi.org/10.1016/j.neucom.2017.03.014}, doi = {10.1016/J.NEUCOM.2017.03.014}, timestamp = {Fri, 23 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/LuoZAL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mr/DaiLZZHBZZ17, author = {Lihua Dai and Xiaonian Liu and Mengying Zhang and Leqing Zhang and Zhiyuan Hu and Dawei Bi and Zhengxuan Zhang and Shichang Zou}, title = {Degradation induced by {TID} radiation and hot-carrier stress in 130-nm short channel {PDSOI} NMOSFETs}, journal = {Microelectron. Reliab.}, volume = {74}, pages = {74--80}, year = {2017}, url = {https://doi.org/10.1016/j.microrel.2017.05.021}, doi = {10.1016/J.MICROREL.2017.05.021}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mr/DaiLZZHBZZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-04432, author = {Shan Luo and Leqi Zhu and Kaspar Althoefer and Hongbin Liu}, title = {Knock-Knock: Acoustic Object Recognition by using Stacked Denoising Autoencoders}, journal = {CoRR}, volume = {abs/1708.04432}, year = {2017}, url = {http://arxiv.org/abs/1708.04432}, eprinttype = {arXiv}, eprint = {1708.04432}, timestamp = {Mon, 20 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-04432.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icnc/BaiLQZ16, author = {Leqiang Bai and Yi Liu and Shiguang Qian and Shihong Zhang}, title = {Improved AODVjr routing algorithm based on node depth in ZigBee network}, booktitle = {12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, {ICNC-FSKD} 2016, Changsha, China, August 13-15, 2016}, pages = {2042--2047}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/FSKD.2016.7603495}, doi = {10.1109/FSKD.2016.7603495}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/icnc/BaiLQZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icwsm/LiuPSMU16, author = {Leqi Liu and Daniel Preotiuc{-}Pietro and Zahra Riahi Samani and Mohsen Ebrahimi Moghaddam and Lyle H. Ungar}, title = {Analyzing Personality through Social Media Profile Picture Choice}, booktitle = {Proceedings of the Tenth International Conference on Web and Social Media, Cologne, Germany, May 17-20, 2016}, pages = {211--220}, publisher = {{AAAI} Press}, year = {2016}, url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13102}, timestamp = {Fri, 05 Feb 2021 11:07:46 +0100}, biburl = {https://dblp.org/rec/conf/icwsm/LiuPSMU16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/LiuTYT15, author = {Leqi Liu and Jia Tao and Ziyan Yang and Fadi Towfic}, editor = {Jun Huan and Satoru Miyano and Amarda Shehu and Xiaohua Tony Hu and Bin Ma and Sanguthevar Rajasekaran and Vijay K. Gombar and Matthieu{-}P. Schapranow and Illhoi Yoo and Jiayu Zhou and Brian Chen and Vinay Pai and Brian G. Pierce}, title = {Shared genetic architecture in autoimmune disease - preliminary analysis}, booktitle = {2015 {IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2015, Washington, DC, USA, November 9-12, 2015}, pages = {800--806}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/BIBM.2015.7359789}, doi = {10.1109/BIBM.2015.7359789}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibm/LiuTYT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/WangWZDPZCLLB14, author = {Huiyan Wang and Xun Wang and Jia Zheng and John Robert Deller and Haoyu Peng and Leqing Zhu and Weigang Chen and Xiaolan Li and Riji Liu and Hujun Bao}, title = {Video object matching across multiple non-overlapping camera views based on multi-feature fusion and incremental learning}, journal = {Pattern Recognit.}, volume = {47}, number = {12}, pages = {3841--3851}, year = {2014}, url = {https://doi.org/10.1016/j.patcog.2014.06.019}, doi = {10.1016/J.PATCOG.2014.06.019}, timestamp = {Mon, 14 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/WangWZDPZCLLB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ewc/LiuLSWW13, author = {Jintao Liu and Shuhong Liu and Yuekun Sun and Yulin Wu and Leqin Wang}, title = {Three dimensional flow simulation of load rejection of a prototype pump-turbine}, journal = {Eng. Comput.}, volume = {29}, number = {4}, pages = {417--426}, year = {2013}, url = {https://doi.org/10.1007/s00366-012-0258-x}, doi = {10.1007/S00366-012-0258-X}, timestamp = {Thu, 16 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ewc/LiuLSWW13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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