Lionel M. Ni

ORCID

Publication Activity (10 Years)

Years Active: 1980-2024
Publications (10 Years): 68

Top Venues

CoRR

ICDCS

IEEE BigData

IEEE Trans. Mob. Comput.

Publications

Saizhuo Wang, Hang Yuan, Lionel M. Ni, Jian Guo
QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Language Model. CoRR (2024)
Feng Li, Hao Zhang, Shilong Liu, Jian Guo, Lionel M. Ni, Lei Zhang
DN-DETR: Accelerate DETR Training by Introducing Query DeNoising. IEEE Trans. Pattern Anal. Mach. Intell. 46 (4) (2024)
Jiashuo Sun, Chengjin Xu, Lumingyuan Tang, Saizhuo Wang, Chen Lin, Yeyun Gong, Lionel M. Ni, Heung-Yeung Shum, Jian Guo
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph. ICLR (2024)
Feng Li, Hao Zhang, Huaizhe Xu, Shilong Liu, Lei Zhang, Lionel M. Ni, Heung-Yeung Shum
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation. CVPR (2023)
Feng Li, Ailing Zeng, Shilong Liu, Hao Zhang, Hongyang Li, Lei Zhang, Lionel M. Ni
Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR. CoRR (2023)
Feng Li, Ailing Zeng, Shilong Liu, Hao Zhang, Hongyang Li, Lei Zhang, Lionel M. Ni
Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR. CVPR (2023)
Hao Zhang, Hongyang Li, Xingyu Liao, Feng Li, Shilong Liu, Lionel M. Ni, Lei Zhang
DA-BEV: Depth Aware BEV Transformer for 3D Object Detection. CoRR (2023)
Hao Zhang, Feng Li, Huaizhe Xu, Shijia Huang, Shilong Liu, Lionel M. Ni, Lei Zhang
MP-Former: Mask-Piloted Transformer for Image Segmentation. CVPR (2023)
Hao Zhang, Feng Li, Shilong Liu, Lei Zhang, Hang Su, Jun Zhu, Lionel M. Ni, Heung-Yeung Shum
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection. ICLR (2023)
Jian Guo, Saizhuo Wang, Lionel M. Ni, Heung-Yeung Shum
Quant 4.0: Engineering Quantitative Investment with Automated, Explainable and Knowledge-driven Artificial Intelligence. CoRR (2023)
Hao Zhang, Feng Li, Huaizhe Xu, Shijia Huang, Shilong Liu, Lionel M. Ni, Lei Zhang
MP-Former: Mask-Piloted Transformer for Image Segmentation. CoRR (2023)
Saizhuo Wang, Hang Yuan, Leon Zhou, Lionel M. Ni, Heung-Yeung Shum, Jian Guo
Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment. CoRR (2023)
Xili Dai, Ke Chen, Shengbang Tong, Jingyuan Zhang, Xingjian Gao, Mingyang Li, Druv Pai, Yuexiang Zhai, Xiaojun Yuan, Heung-Yeung Shum, Lionel M. Ni, Yi Ma
Closed-Loop Transcription via Convolutional Sparse Coding. CoRR (2023)
Siyuan Liu, Shaojie Tang, Jiangchuan Zheng, Lionel M. Ni
Unsupervised Learning for Human Mobility Behaviors. INFORMS J. Comput. 34 (3) (2022)
Feng Li, Hao Zhang, Shilong Liu, Jian Guo, Lionel M. Ni, Lei Zhang
DN-DETR: Accelerate DETR Training by Introducing Query DeNoising. CVPR (2022)
Feng Li, Hao Zhang, Yi-Fan Zhang, Shilong Liu, Jian Guo, Lionel M. Ni, PengChuan Zhang, Lei Zhang
Vision-Language Intelligence: Tasks, Representation Learning, and Large Models. CoRR (2022)
Feng Li, Hao Zhang, Shilong Liu, Jian Guo, Lionel M. Ni, Lei Zhang
DN-DETR: Accelerate DETR Training by Introducing Query DeNoising. CoRR (2022)
Hao Zhang, Feng Li, Shilong Liu, Lei Zhang, Hang Su, Jun Zhu, Lionel M. Ni, Heung-Yeung Shum
DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection. CoRR (2022)
Feng Li, Hao Zhang, Huaizhe Xu, Shilong Liu, Lei Zhang, Lionel M. Ni, Heung-Yeung Shum
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation. CoRR (2022)
Ye Ding, Xibo Zhou, Qing Liao, Haoyu Tan, Qiong Luo, Lionel M. Ni
iMatching: An interactive map-matching system. Neurocomputing 444 (2021)
Yujia Huo, Derek F. Wong, Lionel M. Ni, Lidia S. Chao, Jing Zhang, Xin Zuo
Learning cognitive embedding using signed knowledge interaction graph. Knowl. Based Syst. 229 (2021)
Ye Ding, Wenyi Zhang, Xibo Zhou, Qing Liao, Qiong Luo, Lionel M. Ni
FraudTrip: Taxi Fraudulent Trip Detection From Corresponding Trajectories. IEEE Internet Things J. 8 (16) (2021)
Yujia Huo, Derek F. Wong, Lionel M. Ni, Lidia S. Chao, Jing Zhang
HeTROPY: Explainable learning diagnostics via heterogeneous maximum-entropy and multi-spatial knowledge representation. Knowl. Based Syst. 207 (2020)
Yujia Huo, Derek F. Wong, Lionel M. Ni, Lidia S. Chao, Jing Zhang
Knowledge modeling via contextualized representations for LSTM-based personalized exercise recommendation. Inf. Sci. 523 (2020)
Yaqing Wang, James T. Kwok, Lionel M. Ni
Generalized Convolutional Sparse Coding With Unknown Noise. IEEE Trans. Image Process. 29 (2020)
Yaqing Wang, Quanming Yao, James T. Kwok, Lionel M. Ni
Generalizing from a Few Examples: A Survey on Few-shot Learning. ACM Comput. Surv. 53 (3) (2020)
Yunhuai Liu, Qian Zhang, Lionel M. Ni
A General Framework for Spectrum Sensing Using Dedicated Spectrum Sensor Networks. ACM Trans. Sens. Networks 15 (1) (2019)
Yaqing Wang, James T. Kwok, Lionel M. Ni
General Convolutional Sparse Coding with Unknown Noise. CoRR (2019)
Yuesheng He, Lionel M. Ni
A Novel Scheme Based on the Diffusion to Edge Detection. IEEE Trans. Image Process. 28 (4) (2019)
Bing He, Dian Zhang, Siyuan Liu, Hao Liu, Dawei Han, Lionel M. Ni
Profiling Driver Behavior for Personalized Insurance Pricing and Maximal Profit. IEEE BigData (2018)
Bing He, Xiaolin Chen, Dian Zhang, Siyuan Liu, Dawei Han, Lionel M. Ni
PBE: Driver Behavior Assessment Beyond Trajectory Profiling. ECML/PKDD (3) (2018)
Yaqing Wang, Quanming Yao, James Tin-Yau Kwok, Lionel M. Ni
Online Convolutional Sparse Coding with Sample-Dependent Dictionary. ICML (2018)
Jiayue Li, Tracy Yingying Cheng, Xiaohua Jia, Lionel M. Ni
Throughput Optimization in WLAN/Cellular Integrated Network Using Partially Overlapped Channels. IEEE Trans. Wirel. Commun. 17 (1) (2018)
Yixian Zheng, Wenchao Wu, Nan Cao, Huamin Qu, Lionel M. Ni
Focus+context grouping for animated transitions. J. Vis. Lang. Comput. 48 (2018)
Hao Liu, Jiang Xiao, Haoyu Tan, Qiong Luo, Jintao Zhao, Lionel M. Ni
Efficient Detection of Soft Concatenation Mapping. IEEE Trans. Knowl. Data Eng. 30 (11) (2018)
Yue-Jiao Gong, En Chen, Xinglin Zhang, Lionel M. Ni, Jun Zhang
AntMapper: An Ant Colony-Based Map Matching Approach for Trajectory-Based Applications. IEEE Trans. Intell. Transp. Syst. 19 (2) (2018)
Yaqing Wang, Quanming Yao, James T. Kwok, Lionel M. Ni
Scalable Online Convolutional Sparse Coding. IEEE Trans. Image Process. 27 (10) (2018)
Yaqing Wang, Quanming Yao, James T. Kwok, Lionel M. Ni
Online Convolutional Sparse Coding with Sample-Dependent Dictionary. CoRR (2018)
Yujia Huo, Jiang Xiao, Lionel M. Ni
Towards Personalized Learning Through Class Contextual Factors-Based Exercise Recommendation. ICPADS (2018)
Hanjiang Luo, Kaishun Wu, Rukhsana Ruby, Yongquan Liang, Zhongwen Guo, Lionel M. Ni
Software-Defined Architectures and Technologies for Underwater Wireless Sensor Networks: A Survey. IEEE Commun. Surv. Tutorials 20 (4) (2018)
Xibo Zhou, Qiong Luo, Dian Zhang, Lionel M. Ni
Detecting Taxi Speeding from Sparse and Low-Sampled Trajectory Data. APWeb/WAIM (2) (2018)
Xibo Zhou, Ye Ding, Haoyu Tan, Qiong Luo, Lionel M. Ni
HIMM: An HMM-Based Interactive Map-Matching System. DASFAA (2) (2017)
Yongpan Zou, Jiang Xiao, Jinsong Han, Kaishun Wu, Yun Li, Lionel M. Ni
GRfid: A Device-Free RFID-Based Gesture Recognition System. IEEE Trans. Mob. Comput. 16 (2) (2017)
Fengchao Peng, Yudian Ji, Qiong Luo, Lionel M. Ni
Event-based non-parametric clustering of team sport trajectories. IEEE BigData (2017)
Wenchao Wu, Yixian Zheng, Nan Cao, Haipeng Zeng, Bing Ni, Huamin Qu, Lionel M. Ni
MobiSeg: Interactive region segmentation using heterogeneous mobility data. PacificVis (2017)
Ye Ding, Yanhua Li, Ke Deng, Haoyu Tan, Mingxuan Yuan, Lionel M. Ni
Detecting and Analyzing Urban Regions with High Impact of Weather Change on Transport. IEEE Trans. Big Data 3 (2) (2017)
Yunhuai Liu, Dian Zhang, Xiaonan Guo, Min Gao, Zhong Ming, Lei Yang, Lionel M. Ni
RSS-Based Ranging by Leveraging Frequency Diversity to Distinguish the Multiple Radio Paths. IEEE Trans. Mob. Comput. 16 (4) (2017)
Hao Liu, Yudian Ji, Jiang Xiao, Haoyu Tan, Qiong Luo, Lionel M. Ni
TICC: Transparent Inter-Column Compression for Column-Oriented Database Systems. CIKM (2017)
Xibo Zhou, Ye Ding, Fengchao Peng, Qiong Luo, Lionel M. Ni
Detecting unmetered taxi rides from trajectory data. IEEE BigData (2017)
Yuxi Wang, Kaishun Wu, Lionel M. Ni
WiFall: Device-Free Fall Detection by Wireless Networks. IEEE Trans. Mob. Comput. 16 (2) (2017)
Yongpan Zou, Weifeng Liu, Kaishun Wu, Lionel M. Ni
Wi-Fi Radar: Recognizing Human Behavior with Commodity Wi-Fi. IEEE Commun. Mag. 55 (10) (2017)
Fengchao Peng, Qiong Luo, Lionel M. Ni
ACTS: An Active Learning Method for Time Series Classification. ICDE (2017)
Yaqing Wang, James T. Kwok, Quanming Yao, Lionel M. Ni
Zero-shot learning with a partial set of observed attributes. IJCNN (2017)
Yaqing Wang, Quanming Yao, James T. Kwok, Lionel M. Ni
Online Convolutional Sparse Coding. CoRR (2017)
Yongpan Zou, Yuxi Wang, Shufeng Ye, Kaishun Wu, Lionel M. Ni
TagFree: Passive object differentiation via physical layer radiometric signatures. PerCom (2017)
Hanjiang Luo, Kaishun Wu, Rukhsana Ruby, Feng Hong, Zhongwen Guo, Lionel M. Ni
Simulation and Experimentation Platforms for Underwater Acoustic Sensor Networks: Advancements and Challenges. ACM Comput. Surv. 50 (2) (2017)
Hao Liu, Jiang Xiao, Xianjun Guo, Haoyu Tan, Qiong Luo, Lionel M. Ni
Cuttle: Enabling Cross-Column Compression in Distributed Column Stores. APWeb/WAIM (2) (2017)
Wenchao Wu, Jiayi Xu, Haipeng Zeng, Yixian Zheng, Huamin Qu, Bing Ni, Mingxuan Yuan, Lionel M. Ni
TelCoVis: Visual Exploration of Co-occurrence in Urban Human Mobility Based on Telco Data. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Yanmin Zhu, Lionel M. Ni
A probabilistic approach to statistical QoS provision of event detection in sensor networks. Wirel. Networks 22 (2) (2016)
Hanjiang Luo, Kaishun Wu, Yue-Jiao Gong, Lionel M. Ni
Localization for Drifting Restricted Floating Ocean Sensor Networks. IEEE Trans. Veh. Technol. 65 (12) (2016)
Yixian Zheng, Wenchao Wu, Yuanzhe Chen, Huamin Qu, Lionel M. Ni
Visual Analytics in Urban Computing: An Overview. IEEE Trans. Big Data 2 (3) (2016)
Yixian Zheng, Wenchao Wu, Haipeng Zeng, Nan Cao, Huamin Qu, Mingxuan Yuan, Jia Zeng, Lionel M. Ni
TelcoFlow: Visual exploration of collective behaviors based on telco data. IEEE BigData (2016)
Guanhua Wang, Shanfeng Zhang, Kaishun Wu, Qian Zhang, Lionel M. Ni
TiM: Fine-Grained Rate Adaptation in WLANs. IEEE Trans. Mob. Comput. 15 (3) (2016)
Yongpan Zou, Guanhua Wang, Kaishun Wu, Lionel M. Ni
SmartScanner: Know More in Walls with Your Smartphone! IEEE Trans. Mob. Comput. 15 (11) (2016)
Guanhua Wang, Yongpan Zou, Zimu Zhou, Kaishun Wu, Lionel M. Ni
We Can Hear You with Wi-Fi! IEEE Trans. Mob. Comput. 15 (11) (2016)
Lionel M. Ni, Haoyu Tan, Jiang Xiao
Rethinking big data in a networked world. Frontiers Comput. Sci. 10 (6) (2016)
Yudian Ji, Yuda Zang, Wuman Luo, Xibo Zhou, Ye Ding, Lionel M. Ni
Clockwise compression for trajectory data under road network constraints. IEEE BigData (2016)
Jiang Xiao, Zimu Zhou, Youwen Yi, Lionel M. Ni
A Survey on Wireless Indoor Localization from the Device Perspective. ACM Comput. Surv. 49 (2) (2016)
Zimu Zhou, Zheng Yang, Chenshu Wu, Longfei Shangguan, Haibin Cai, Yunhao Liu, Lionel M. Ni
WiFi-Based Indoor Line-of-Sight Identification. IEEE Trans. Wirel. Commun. 14 (11) (2015)
Ye Ding, Yanhua Li, Ke Deng, Haoyu Tan, Mingxuan Yuan, Lionel M. Ni
Dissecting Regional Weather-Traffic Sensitivity Throughout a City. ICDM (2015)
Siyuan Liu, Qiang Qu, Lei Chen, Lionel M. Ni
SMC: A Practical Schema for Privacy-Preserved Data Sharing over Distributed Data Streams. IEEE Trans. Big Data 1 (2) (2015)
Yanmin Zhu, Ruobing Jiang, Junbo Zhao, Lionel M. Ni
Correlating mobility with social encounters: distributed localization in sparse mobile networks. Wirel. Networks 21 (1) (2015)
Ruobing Jiang, Yanmin Zhu, Xin Wang, Lionel M. Ni
TMC: Exploiting Trajectories for Multicast in Sparse Vehicular Networks. IEEE Trans. Parallel Distributed Syst. 26 (1) (2015)
Juan Li, Yanmin Zhu, Jiadi Yu, Qian Zhang, Lionel M. Ni
Towards Redundancy-Aware Data Utility Maximization in Crowdsourced Sensing with Smartphones. ICPP (2015)
Haochao Li, Eddie C. L. Chan, Xiaonan Guo, Jiang Xiao, Kaishun Wu, Lionel M. Ni
Wi-Counter: Smartphone-Based People Counter Using Crowdsourced Wi-Fi Signal Data. IEEE Trans. Hum. Mach. Syst. 45 (4) (2015)
Zimu Zhou, Zheng Yang, Chenshu Wu, Yunhao Liu, Lionel M. Ni
On Multipath Link Characterization and Adaptation for Device-Free Human Detection. ICDCS (2015)
Jiayue Li, Zimu Zhou, Chen Zhang, Liang Yin, Lionel M. Ni
BEP: Bit Error Pattern Measurement and Analysis in IEEE 802.11. ICPADS (2015)
Yixian Zheng, Wenchao Wu, Huamin Qu, Chunyan Ma, Lionel M. Ni
Visual analysis of bi-directional movement behavior. IEEE BigData (2015)
Wei Sun, Yanmin Zhu, Lionel M. Ni, Bo Li
Crowdsourcing Sensing Workloads of Heterogeneous Tasks: A Distributed Fairness-Aware Approach. ICPP (2015)
Juan Li, Yanmin Zhu, Jiadi Yu, Qian Zhang, Lionel M. Ni
Towards Redundancy-Aware Data Utility Maximization in Crowdsourced Sensing with Smartphones. ICDCS (2015)
Keyu Wang, Zheng Yang, Zimu Zhou, Yunhao Liu, Lionel M. Ni
Ambient rendezvous: Energy-efficient neighbor discovery via acoustic sensing. INFOCOM (2015)
Dian Zhang, Kezhong Lu, Rui Mao, Yuhong Feng, Yunhuai Liu, Zhong Ming, Lionel M. Ni
Fine-Grained Localization for Multiple Transceiver-Free Objects by using RF-Based Technologies. IEEE Trans. Parallel Distributed Syst. 25 (6) (2014)
Guanhua Wang, Kaishun Wu, Qian Zhang, Lionel M. Ni
SimCast: Efficient video delivery in MU-MIMO WLANs. INFOCOM (2014)
Yongpan Zou, Guanhua Wang, Kaishun Wu, Lionel M. Ni
SmartSensing: Sensing Through Walls with Your Smartphone! MASS (2014)
Jiansu Pu, Siyuan Liu, Panpan Xu, Huamin Qu, Lionel M. Ni
MViewer: mobile phone spatiotemporal data viewer. Frontiers Comput. Sci. 8 (2) (2014)
Siyuan Liu, Lei Kang, Lei Chen, Lionel M. Ni
How to Conduct Distributed IncompletePattern Matching. IEEE Trans. Parallel Distributed Syst. 25 (4) (2014)
Chunmei Han, Kaishun Wu, Yuxi Wang, Lionel M. Ni
WiFall: Device-free fall detection by wireless networks. INFOCOM (2014)
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni
Robust Bayesian Inverse Reinforcement Learning with Sparse Behavior Noise. AAAI (2014)
Guanhua Wang, Yongpan Zou, Zimu Zhou, Kaishun Wu, Lionel M. Ni
We can hear you with Wi-Fi! MobiCom (2014)
Xiaonan Guo, Dian Zhang, Kaishun Wu, Lionel M. Ni
MODLoc: Localizing Multiple Objects in Dynamic Indoor Environment. IEEE Trans. Parallel Distributed Syst. 25 (11) (2014)
Yanmin Zhu, Qian Zhang, Hongzi Zhu, Jiadi Yu, Jian Cao, Lionel M. Ni
Towards Truthful Mechanisms for Mobile Crowdsourcing with Dynamic Smartphones. ICDCS (2014)
Jiangchuan Zheng, Lionel M. Ni
Modeling heterogeneous routing decisions in trajectories for driving experience learning. UbiComp (2014)
Guanhua Wang, Shanfeng Zhang, Kaishun Wu, Qian Zhang, Lionel M. Ni
TiM: Fine-Grained Rate Adaptation in WLANs. ICDCS (2014)
Lu Lu, Nan Cao, Siyuan Liu, Lionel M. Ni, Xiaoru Yuan, Huamin Qu
Visual Analysis of Uncertainty in Trajectories. PAKDD (1) (2014)
Siyuan Liu, Lionel M. Ni, Ramayya Krishnan
Fraud Detection From Taxis' Driving Behaviors. IEEE Trans. Veh. Technol. 63 (1) (2014)
Jiang Xiao, Youwen Yi, Lu Wang, Haochao Li, Zimu Zhou, Kaishun Wu, Lionel M. Ni
NomLoc: Calibration-Free Indoor Localization with Nomadic Access Points. ICDCS (2014)
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni
Effective Mobile Context Pattern Discovery via Adapted Hierarchical Dirichlet Processes. MDM (1) (2014)
Ruobing Jiang, Yanmin Zhu, Tian He, Yunhuai Liu, Lionel M. Ni
Exploiting Trajectory-Based Coverage for Geocast in Vehicular Networks. IEEE Trans. Parallel Distributed Syst. 25 (12) (2014)
Jiangchuan Zheng, Siyuan Liu, Lionel M. Ni
User characterization from geographic topic analysis in online social media. ASONAM (2014)
Wenchao Wu, Yixian Zheng, Huamin Qu, Wei Chen, M. Eduard Gröller, Lionel M. Ni
BoundarySeer: Visual analysis of 2D boundary changes. IEEE VAST (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lionel M. Ni