| 2025 | ICML | Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference. | Jixian Zhou, Fang Dong, Ruijun Huang, Hengjie Cao, Mengyi Chen, Yifeng Yang, Anrui Chen, Mingzhi Dong, Yujiang Wang, Dongsheng Li, David A. Clifton, Qin Lv, Rui Zhu, Chun Zhang, Fan Yang, Tun Lu, Ning Gu, Li Shang |
| 2023 | ICLR | Over-parameterized Model Optimization with Polyak-Łojasiewicz Condition. | Yixuan Chen, Yubin Shi, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang, Ning Gu, Li Shang |
| 2022 | ICLR | Recursive Disentanglement Network. | Yixuan Chen, Yubin Shi, Dongsheng Li, Yujiang Wang, Mingzhi Dong, Yingying Zhao, Robert P. Dick, Qin Lv, Fan Yang, Li Shang |
| 2022 | WWW | Cross-modal Ambiguity Learning for Multimodal Fake News Detection. | Yixuan Chen, Dongsheng Li, Peng Zhang, Jie Sui, Qin Lv, Tun Lu, Li Shang |
| 2021 | ICWSM | Understanding the Diverging User Trajectories in Highly-related Online Communities during the COVID-19 Pandemic. | Jason Shuo Zhang, Brian Keegan, Qin Lv, Chenhao Tan |
| 2020 | ISPA | An Analysis of Twitter Responses to the 2019 Ridgecrest Earthquake Sequence. | Tao Ruan, Qingkai Kong, Yawen Zhang, Sara K. McBride, Qin Lv |
| 2020 | ISPA | Exploring the Usage of Online Food Delivery Data for Intra-Urban Job and Housing Mobility Detection and Characterization. | Yawen Zhang, Seth E. Spielman, Qi Liu, Si Shen, Jason Shuo Zhang, Qin Lv |
| 2019 | IJCAI | Multi-Group Encoder-Decoder Networks to Fuse Heterogeneous Data for Next-Day Air Quality Prediction. | Yawen Zhang, Qin Lv, Duanfeng Gao, Si Shen, Robert P. Dick, Michael Hannigan, Qi Liu |
| 2019 | ICTAI | TFPN: Twin Feature Pyramid Networks for Object Detection. | Yi Liang, Changjian Wang, Fangzhao Li, Yuxing Peng, Qin Lv, Yuan Yuan, Zhen Huang |
| 2018 | INDIN | An Algorithmic Method for Tampering-Proof and Privacy-Preserving Smart Metering. | Dongsheng Li, Yingying Zhao, Yawen Zhang, Qin Lv, Li Shang |
| 2018 | INDIN | Deriving Customer Privacy from Randomly Perturbed Smart Metering Data. | Yingying Zhao, Dongsheng Li, Qi Liu, Qin Lv, Li Shang |
| 2018 | ICTAI | Multi-LCNN: A Hybrid Neural Network Based on Integrated Time-Frequency Characteristics for Acoustic Scene Classification. | Jin Lei, Changjian Wang, Boqing Zhu, Qin Lv, Zhen Huang, Yuxing Peng |
| 2018 | WWW | International Workshop on Cybersafety Chairs' Welcome & Organization. | Richard Han, Jeremy Blackburn, Homa Hosseinmardi, Qin Lv, Bert Huang, Shivakant Mishra |
| 2018 | WWW | AdaError: An Adaptive Learning Rate Method for Matrix Approximation-based Collaborative Filtering. | Dongsheng Li, Chao Chen, Qin Lv, Hansu Gu, Tun Lu, Li Shang, Ning Gu, Stephen M. Chu |
| 2018 | SAC | Scalable and timely detection of cyberbullying in online social networks. | Rahat Ibn Rafiq, Homa Hosseinmardi, Richard Han, Qin Lv, Shivakant Mishra |
| 2018 | SENSYS | CapBand: Battery-free Successive Capacitance Sensing Wristband for Hand Gesture Recognition. | Hoang Truong, Shuo Zhang, Ufuk Muncuk, Phuc Nguyen, Nam Bui, Anh Nguyen, Qin Lv, Kaushik R. Chowdhury, Thang N. Dinh, Tam Vu |
| 2018 | UIC | WiFit: Ubiquitous Bodyweight Exercise Monitoring with Commodity Wi-Fi Devices. | Shengjie Li, Xiang Li, Qin Lv, Guiyu Tian, Daqing Zhang |
| 2017 | AAAI | GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering. | Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu |
| 2017 | AAAI | ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems. | Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M. Chu, Hongyuan Zha |
| 2017 | INDIN | Hierarchical context-aware anomaly diagnosis in large-scale PV systems using SCADA data. | Qi Liu, Yingying Zhao, Yawen Zhang, Dahai Kang, Qin Lv, Li Shang |
| 2017 | ICTAI | SDF-NN: A Deep Neural Network with Semantic Dropping and Fusion for Natural Language Inference. | Ludan Tan, Changjian Wang, Qin Lv, Yuxing Peng, Minghao Hu, Xiang Zhao, Zhen Huang |
| 2017 | ICWSM | Event Organization 101: Understanding Latent Factors of Event Popularity. | Shuo Zhang, Qin Lv |
| 2017 | IGARSS | Data quality screening for high-resolution satellite imagery via spectral clustering. | Qi Liu, Yawen Zhang, Qin Lv, Li Shang |
| 2016 | CIKM | CyberSafety 2016: The First International Workshop on Computational Methods in CyberSafety. | Shivakant Mishra, Qin Lv, Richard Han, Jeremy Blackburn |
| 2016 | ICML | Low-Rank Matrix Approximation with Stability. | Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu |
| 2016 | IJCAI | MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering. | Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Stephen M. Chu, Li Shang |
| 2015 | Mobisys | Poster: Detection of Cyberbullying in a Mobile Social Network: Systems Issues. | Homa Hosseinmardi, Sabrina Arredondo Mattson, Rahat Ibn Rafiq, Richard Han, Qin Lv, Shivakant Mishra |
| 2015 | SIGIR | WEMAREC: Accurate and Scalable Recommendation through Weighted and Ensemble Matrix Approximation. | Chao Chen, Dongsheng Li, Yingying Zhao, Qin Lv, Li Shang |
| 2014 | ICS | Author retrospective for search and replication in unstructured peer-to-peer networks. | Qin Lv, Pei Cao, Edith Cohen, Kai Li, Scott Shenker |
| 2014 | Mobiquitous | Multi-modal fusion for flasher detection in a mobile video chat application. | Lei Tian, Rahat Ibn Rafiq, Shaosong Li, David Chu, Richard Han, Qin Lv, Shivakant Mishra |
| 2013 | CIKM | AnchorMF: towards effective event context identification. | Hansu Gu, Mike Gartrell, Liang Zhang, Qin Lv, Dirk Grunwald |
| 2013 | DCOSS | A Hybrid Sensor System for Indoor Air Quality Monitoring. | Xiang Yun, Ricardo Piedrahita, Robert P. Dick, Michael Hannigan, Qin Lv, Li Shang |
| 2012 | ICCCN | Attribute Based Content Sharing in Mobile Adhoc Networks of Smartphones over WiFi. | Thomas Georges Cyrille Kooh, Qin Lv, Shivakant Mishra |
| 2012 | KDD | Scalable misbehavior detection in online video chat services. | Xinyu Xing, Yu-Li Liang, Sui Huang, Hanqiang Cheng, Richard Han, Qin Lv, Xue Liu, Shivakant Mishra, Yi Zhu |
| 2012 | Mobisys | Demo: MVChat: flasher detection for mobile video chat. | Lei Tian, Junho Ahn, Hanqiang Cheng, Xinyu Xing, Yu-Li Liang, Shivakant Mishra, David Chu, Xue Liu, Richard Han, Qin Lv |
| 2012 | WSDM | Efficient misbehaving user detection in online video chat services. | Hanqiang Cheng, Yu-Li Liang, Xinyu Xing, Xue Liu, Richard Han, Qin Lv, Shivakant Mishra |
| 2011 | CIKM | YANA: an efficient privacy-preserving recommender system for online social communities. | Dongsheng Li, Qin Lv, Li Shang, Ning Gu |
| 2011 | WWW | SafeVchat: detecting obscene content and misbehaving users in online video chat services. | Xinyu Xing, Yu-Li Liang, Hanqiang Cheng, Jianxun Dang, Sui Huang, Richard Han, Xue Liu, Qin Lv, Shivakant Mishra |
| 2010 | Group | Enhancing group recommendation by incorporating social relationship interactions. | Mike Gartrell, Xinyu Xing, Qin Lv, Aaron Beach, Richard Han, Shivakant Mishra, Karim Seada |
| 2010 | ISLPED | Large-scale battery system modeling and analysis for emerging electric-drive vehicles. | Kun Li, Jie Wu, Yifei Jiang, Zyad Hassan, Qin Lv, Li Shang, Dragan Maksimovic |
| 2010 | ISLPED | Hybrid energy storage system integration for vehicles. | Jia Wang, Kun Li, Qin Lv, Hai Zhou, Li Shang |
| 2009 | Mobisys | iScope: personalized multi-modality image search for mobile devices. | Changyun Zhu, Kun Li, Qin Lv, Li Shang, Robert P. Dick |
| 2007 | VLDB | Multi-Probe LSH: Efficient Indexing for High-Dimensional Similarity Search . | Qin Lv, William Josephson, Zhe Wang, Moses Charikar, Kai Li |
| 2007 | SIGMETRICS | Sizing sketches: a rank-based analysis for similarity search. | Zhe Wang, Wei Dong, William Josephson, Qin Lv, Moses Charikar, Kai Li |
| 2006 | EuroSys | Ferret: a toolkit for content-based similarity search of feature-rich data. | Qin Lv, William Josephson, Zhe Wang, Moses Charikar, Kai Li |
| 2004 | CIKM | Image similarity search with compact data structures. | Qin Lv, Moses Charikar, Kai Li |
| 2002 | ICS | Search and replication in unstructured peer-to-peer networks. | Qin Lv, Pei Cao, Edith Cohen, Kai Li, Scott Shenker |
| 2002 | SIGMETRICS | Search and replication in unstructured peer-to-peer networks. | Qin Lv, Pei Cao, Edith Cohen, Kai Li, Scott Shenker |