Journals

  1. Yu Hu, Yongkang Wong, Wentao Wei, Yu Du, Mohan Kankanhalli, Weidong Geng. A Novel Attention-based Hybrid-CNN-RNN Architecture for sEMG-based Gesture Recognition. PLOS ONE, 2018.

  2. Xiaoling Gu, Yongkang Wong, Lidan Shou, Pai Peng, Gang Chen, Mohan Kankanhalli. Multi-Modal and Multi-Domain Embedding Learning for Fashion Retrieval and Analysis. IEEE Transactions of Multimedia, 2018.

  3. Ning Xu, An-An liu, Yongkang Wong, Yongdong Zhang, Weizhi Nie, Yu-Ting Su. Dual-Stream Recurrent Neural Network for Video Caption. Mohan S Kankanhalli. IEEE Transactions on Circuits and Systems for Video Technology, 2018.

  4. Akanksha Tiwari, Christian von der Weth, Mohan S. Kankanhalli. Multimodal Multiplatform Social Media Event Summarization. ACM Transactions on Multimedia Computing Communications and Applications Journal, Volume 14, Article No. 38, May 2018

  5. P. Zhang, T. Zhuo, H. Huang and M.S. Kankanhalli. Signal Processing. Saliency Flow based Video Segmentation via Motion Guided Contour Refinement. Vol. 142, pp. 431-440 Jan 2018.

  6. Wentao Wei, Yongkang Wong, Yu Du, Yu Hu, Mohan Kankanhalli, Weidong Geng. A Multi-Stream Convolutional Neural Network for sEMG-based Gesture Recognition in Muscle-Computer Interface.  Pattern Recognition Letters, 2017.

  7. Yu Li, Shaodi You, Michael S. Brown, Robby T. Tan. Haze Visibility Enhancement: A Survey and Quantitative Benchmarking. Computer Vision and Image Understanding, Volume 165, pages 1-16. Dec 2017 

  8. Yogesh Singh Rawat, Mingli Song, Mohan Kankanhalli. A Spring-Electric Graph Model for Socialized Group Photography.  IEEE Transactions on Multimedia. 2017

  9. Yu Li, Robby T. Tan, Xiaojie Guo, Jiangbo Lu, Michael S. Brown. Single Image Rain Streak Decomposition Using Layer Priors. IEEE Transactions on Image Processing, Volume: 26, Issue: 8, Aug 2017

  10. J Yu and WC Wong. A Network Resource Management Framework for Wireless Mesh Networks. Wireless Personal Communications, vol. 95, no. 3, Aug 2017, pp 3433 – 3457.

  11. An-An liu, Ning Xu, Wei-Zhi Nie, Yu-Ting Su, Yongkang Wong, Mohan S Kankanhalli. Benchmarking a Multimodal and Multiview and Interactive Dataset for Human Action Recognition. IEEE Transactions on Cybernetics, Volume: 47, Issue: 7, July. 2017, pp. 1781-1794.

  12. Hanqiao Huang, Tao Zhuo. Multi-Model Cooperative Task Assignment and Path Planning of Multiple UCAV Formation. Multimedia Tools and Applications, 2017.

  13. An-An liu, Ning Xu, Yongkang Wong, Junnan Li, Yu-Ting Su, Mohan Kankanhalli. Hierarchical & Multimodal Video Captioning: Discovering and Transferring Multimodal Knowledge for Vision to Language. Computer Vision and Image Understanding. May 2017

  14. Christian von der Weth, Ashraf Mohammed Abdul, Mohan Kankanhall. Cyber-Physical Social Networks. In Special Issue "Advances in Social Computing" in the ACM Transactions on Internet Technology. Vol. 17, Issues 2, Article No. 17, March 2017

  15. Peng Zhang, Tao Zhuo, Hanqiao Huang, Kangli Chen, Bo Zhang, Mohan Kankanhalli. Robust Tracking Based on H-CNN with Low-Resource Sampling and Scaling by Frame-Wise Motion Localization. Multimedia Tools and Application. Feb 2017.

  16. Peng Zhang, Tao Zhuo, Wei Huang, Kangli Chen, Mohan Kankanhalli. Online Object Tracking based on CNN with Spatial-Temporal Saliency Guided Sampling. Neurocomputing. Feb 2017

  17. Yu Wang, Mehul Motani, Hari Krishna Garg, Xin Kang, Qian Chen. Throughput Maximization for Cooperative 60 GHz Wireless Personal Area Network. Computer Networks. Sep 2016

  18. Hari Krishna Garg and Hanshen Xiao. New Residue Arithmetic Based Barrett Algorithms: Modular Integer Computations. IEEE Access, Sep 2016.

  19. Peng Zhang, Tao Zhuo, Lei Xie, Yanning Zhang. Deformable Object Tracking with Spatiotemporal Segmentation in Big Vision Surveillance. Neurocomputing. Sep 2016

  20. K. Wang and W.C. Wong. Routing, Power Control and Rate Adaptation: a Q-learning-based Cross-layer Design. Computer Networks, Jun 2016.

  21. Rawat, Yogesh and Kankanhalli, Mohan. ClickSmart: A Context-Aware Viewpoint Recommendation System for Mobile Photography. Transactions on Circuits and Systems for Video Technology, Apr 2016.

  22. Chengwen Luo, Long Cheng, Mun Choon Chan, Yu Gu, Jianqiang Li, and Zhong Ming. Pallas: Self-bootstrapping Fine-grained Passive Indoor Localization Using WiFi Monitors. IEEE Transactions on Mobile Computing, Apr 2016.

  23. Hanshen Xiao, Hari Krishna Garg. New Error Control Algorithms for Residue Number System Codes. ETRI Journal, Apr 2016

  24. A.A. Liu, Y.T. Su, W.Z. Nie and M. Kankanhalli. Hierarchical Clustering Multi-task Learning for Joint Human Action Grouping and Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, Mar 2016.

  25. J. Lyu, Y.H. Chew and W.C. Wong. Efficient and Scalable Distributed Autonomous Spatial Aloha Networks via Local Leader Election. IEEE Transactions on Vehicular Technology, Feb 2016.

  26. J.Lyu, Y.H. Chew and W.C. Wong. A Stackelberg Game Model for Overlay D2D Transmission with Heterogeneous Rate Requirements. IEEE Transactions on Vehicular Technology, Dec 2015. 

  27. W. Sun, Y. Ge, Z. Zhang and W.C. Wong. An Analysis Framework for Inter-User Interference in IEEE 802.15.6 Body Sensor Networks: A Stochastic Geometry Approach. IEEE Transactions on Vehicular Technology, Nov 2015.

  28. Y.Rawat and M. Kankanhalli. Context-Aware Photography Learning for Smart Mobile Devices. ACM Transactions on Multimedia Computing, Communications and Applications, Oct 2015.

  29. Seshadri Padmanabha Venkatagiri, Mun Choon Chan and Wei Tsang Ooi. Automated Link Generation for Sensor-Enriched Smartphone Images. ACM Transactions on Multimedia Computing, Communications and Applications, Oct 2015.

  30. Wen Sun, Yu Ge, Zhiqiang Zhang, and Wai-Choong Wong. Performance Evaluation of Wearable Sensor Systems: A Case Study in Moderate-Scale Deployment in Hospital Environment. Sensors, Sep 2015.

  31. Lei Wang, Cheyun Xia, Yuan Li, Wai-Choong Wong. A Robust and Unsupervised RSS-based Localization System in WLAN Environments. Journal of Pattern Recognition and Intelligent Systems, Aug 2015.

  32. Sai Wu, Gang Chen, Ke Chen, Feng Li, and Lidan Shou. HM: A Column-Oriented MapReduce System on Hybrid Storage. IEEE Transactions on Knowledge and Data Engineering (TKDE), Jul 2015.

  33. Yuxin Zheng, Zhifeng Bao, Lidan Shou, and Anthony K.H. Tung. INSPIRE: A Framework for Incremental Spatial Prefix Query Relaxation. IEEE Transactions on Knowledge and Data Engineering (TKDE), Jul 2015.

  34. Jing Zhang, Hong Lin, Weizhi Nie, Lekha Chaisorn, Yongkang Wong and Mohan S Kankanhalli. Human Action Recognition Bases on Local Action Attributes. Journal of Electrical Engineering & Technology, May 2015.

  35. Prabhu Natarajan, Pradeep K. Atrey, and Mohan Kankanhalli. Multi-Camera Coordination and Control in Surveillance Systems: A Survey. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Apr 2015.

  36. Yan Luo, Ming Jiang, Yongkang Wong, and Qi Zhao. Multi-Camera Saliency. IEEE Transactions on Pattern Analysis and Machine Intelligence, Jan 2015.

  37. Yongkang Wong, Mehrtash Tafazzoli Harandi, and Conrad Sanderson. On Robust Face Recognition via Sparse Encoding: the Good, the Bad, and the Ugly. IET Biometrics, 3(4):176-189, Dec 2014.

  38. Sai Wu, Xiaoli Wang, Sheng Wang, Zhenjie Zhang, and Anthony K. H. Tung. K-Anonymity for Crowdsourcing Database. IEEE Transactions on Knowledge and Data Engineering, Sept 2014

  39. Jinqiang Yu, and Wai-Choong Wong. Optimal Association in Wireless Mesh Networks. IEEE Transactions on Vehicular Technology, Jul 2014

  40. Seshadri Padmanabha Venkatagiri, Mun Choon Chan, and Ooi Wei Tsang. On Demand Retrieval of CrowdSourced Mobile Video, IEEE Sensors Journal Special Issue On Distributed Smart Sensing for Mobile Vision, Jul 2014.

  41. Yu Wang, Xin Kang, Hari Krishna Garg, Mehul Motani, Qian Chen, and Tie Luo. Throughput Maximization for 60GHz WPANs via Device Cooperation. IEEE Communication Letters, May 2014.

  42. Gang Chen, Sai Wu, Jingbo Zhou, and Anthony K. H. Tung. Automatic Itinerary Planning for Traveling Services. IEEE Transactions on Knowledge and Data Engineering, Mar 2014.

  43. Haitao Bao, and Wai-Choong Wong. A Novel Map-Based Dead-Reckoning Algorithm for Indoor Localization. Journal of Sensor and Actuator Networks, Jan 2014.

  44. Juan Xu, Ming Jiang, Shuo Wang, Mohan S. Kankanhalli, and Qi Zhao. Predicting Human Gaze Beyond Pixels. Journal of Vision, 14(28), Jan 2014.

  45. Julio Zaragoza, Tat-Jun Chin, Quoc-Huy Tran, Michael S. Brown, and David Suter. As-Projective-As-Possible Image Stitching with Moving DLT. IEEE Transactions on Pattern Analysis and Machine Intelligence, Dec 2013.

  46. Karthik Yadati, Harish Katti, and Mohan Kankanhalli. CAVVA: Computational Affective Video-in-Video Advertising, IEEE Transactions on Multimedia, Sep 2013.

  47. Junfeng Zhou, Zhifeng Bao, Wei Wang, Jinjia Zhao, and Xiaofeng Meng. Efficient query processing for XML keyword queries based on the IDList index. Very Large Databases Journal: 22(3), May 2013.

  48. Arnold Wiliem, Conrad Sanderson, Yongkang Wong, Peter Hobson, Rodney F. Minchin, and Brian C. Lovell. Automatic Classification of Human Epithelial Type 2 Cell Indirect Immunofluorescence Images using Cell Pyramid Matching. Pattern Recognition, Sep 2013.

  49. A PTZ Camera Enhanced People-Occupancy Estimation System (PCEPOES). A.K. Chandran, A. Subramaniam, W.-C. Wong, J. Yang, and K. A. Chaturvedi. 15th IAPR Conference on Machine Vision Applications (MVA2017), Nagoya, Japan, 8-12 May 2017.

Conferences

  1. Pravein Govindan Kannan, Raj Joshi, Mun Choon Chan.Precise Time-synchronization in the Data-Plane using Programmable Switching ASICs. ACM Symposium on SDN Research (SOSR 2019)

  2. Y Zhao, WC Wong, HK Garg and T Feng. Pedestrain Dead Reckoning with Turn-based Correction. International Conference on Indoor Positioning and Indoor Navigation (IPIN 2018), 24-27 September 2018, Nantes, France. 

  3. Raj Joshi, Ting Qu, Mun Choon Chan, Ben Leong and Boon Thau Loo. BurstRadar: Practical Real-time Microburst Monitoring for Datacenter Networks. Proceedings of the 9th ACM Asia-Pacific Workshop on Systems (APSys 2018). Jeju Island, South Korea. Aug 2018.

  4. Qiang Huang, Guihong Ma, Jianlin Feng, Qiong Fang and Anthony K.H. Tung. Accurate and Fast Asymmetric Locality-Sensitive Hashing Scheme for Maximum Inner Product Search. ACM Special Interest Group on Knowledge Discovery and Data Mining, 19-23 August 2018, London, United Kingdom.  

  5. Shaojing Fan, Zhiqi Shen, Ming Jiang, Bryan L. Koenig, Juan Xu, Mohan S. Kankanhalli, and Qi Zhao. Emotional Attention: A Study of Image Sentiment and Visual Attention. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), 18-22 June 2018, Utah, United States.

  6. Rui Qian, Robby T. Tan, Wenhan Yang, Jiajun Su, and Jiaying Liu. Attentive Generative Adversarial Network for Raindrop Removal from A Single Image. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018), 18-22 June 2018, Utah, United States. 

  7. Abhinav Ramesh Kashyap, Christian von der Weth, Zhiyong Cheng, Mohan Kankanhalli. EPICURE - Aspect-based Multimodal Review Summarization. 10th ACM Conference on Web Science, 27-30 May 2018. Amserdam, Netherlands.

  8. Zhiyong Cheng, Ying Ding, Lei Zhu, and Mohan S. Kankanhalli. Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews. The 2018 Web Conference (WWW 2018), 23-27 April, Lyon, France.

  9. Ashraf Mohammed, Jo Vermeulen, Danding Wang, and Brian Y. Lim. Conference on Human Factors in Computing Systems (CHI 2018). Trends and Trajectories for Explainable, Accountable and Intelligible Systems: An HCI Research Agenda. 21-26 April 2018, Montreal, Canada.

  10. Guo Qi, H.V Jagadish, Anthony Tung, Zheng Yuxin. Finding Diverse Neighbors in High Dimensional Space. 34th IEEE International Conference on Data Engineering (ICDE 2018), 16-19 April, Paris, France.  

  11. Leong Wai Kay, Wang Zixiao, Ben Leong. TCP Congestion Control Beyond Bandwidth-Delay Product for Mobile Cellular Networks. 13th International Conference on emerging Networking Experiments and Technologies (CoNEXT 2017), 12-15 Dec 2017, Seoul, South Korea. 

  12. Abhinav Shukla, Shruti Shriya Gullapuram, Harish Katti, Karthik Yadati, Mohan Kankanhalli, Ramanathan Subramaniam. Evaluating Content-centric vs User-centric Ad Affect Recognition. Proceedings of the 19th ACM International Conference on Multimodal Interaction (ICMI 2017), 13-17 Nov 2017, Glasgow, United Kingdom 

  13. Tang Yixuan, Huang Weilong, Liu Qi, Anthony K.H. Tung, Wang Xiaoli, Yang Jisong, Zhang Beibei. QALink: Enriching Text Documents with Relevant Q&A Site. The 26th ACM International Conference on Information and Knowledge Management (CIKM 2017), 6-10 Nov 2017, Singapore. 

  14. Gu Xiaoling, Wong Yong Kang, Peng Pai, Shou Lidan, Chen Gang, Mohan S. Kankanhalli. Understanding Fashion Trends from Street Photos via Neighbor-Constrained Embedding Learning. ACM International Conference on Multimedia (ACM MM 2017), 23-27 Oct 2017, Mountain View, California, United States. 

  15. Fan Shaojing, Jiang Ming, Shen Zhiqi, Bryan L. Koenig, Mohan S. Kankanhalli, Zhao Qi. The Role of Visual Attention in Sentiment Prediction. ACM International Conference on Multimedia (ACM MM 2017), 23-27 Oct 2017, Mountain View, California, United States. 

  16. Li Junnan, Wong Yong Kang, Zhao Qi, Mohan Kankanhalli. Attention Transfer from Web Images for Video Recognition. CM International Conference on Multimedia (ACM MM 2017), 23-27 Oct 2017, Mountain View, California, United States. 

  17. Abhinav Shukla, Shruti Shriya Gullapuram, Harish Katti, Karthik Yadati, Mohan Kankanhalli. Affect Recognition in Ads with Application to Computational Advertising. Ramanathan Subramaniam. ACM International Conference on Multimedia (ACM MM 2017), 23-27 Oct 2017, Mountain View, California, United States. 

  18. Li Junnan, Wong Yong Kang, Zhao Qi, Mohan Kankanhalli. Dual-Glance Model for Deciphering Social Relationships. International Conference on Computer Vision (ICCV 2017). 22-29 Oct 2017, Venice, Italy. 

  19. Y. Zhao, W.C. Wong and H.K. Garg. A Calibration-free Indoor Localization System Using Pseudo Distances in WLAN Environments. 8th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2017), 18-21 Sep 2017, Sapporo, Japan. 

  20. Y. Du, Y. Wong, W. Wei, Y. Hu,  M. Kankanhalli and W. Geng. Semi-supervised Learning for Surface EMG-based Gesture Recognition. International Joint conference on Artificial Intelligence (IJCAI 2017), 19-25 Aug 2017, Melbourne, Australia.

  21. Z. Cheng, J. Shen, L. Nie and M. Kankanhalli. Exploring Music Play Sequence for Music Recommendation. International Joint Conference on Artificial Intelligence (IJCAI 2017), 19-25 Aug 2017, Melbourne, Australia.

  22. X. Chen, B. Chen and M.S. Kankanhalli. MM2RTB: Bringing Multimedia Metrics to Real-time Bidding. International Workshop on Data Mining for Online Advertising (AdKDD+TargetAd, KDD Workshop), 15-17 Aug 2017,  Nova Scotia, Canada.

  23. X. Chen, B. Chen and M.S. Kankanhalli. Optimizing Trade-offs among Stakeholders in Real-time Bidding by Incorporating Multimedia Metrics. International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2017), 7-11 Aug 2017, Tokyo, Japan.

  24. Z. Cheng, J. Shen, L. Nie, T.S. Chua and M. Kankanhalli. Exploring User-Specific Information in Music Retrieval. International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2017), 7-11 Aug 2017, Tokyo, Japan.

  25. Ambuj Mehrish, A.V Subramanyam, Mohan Kankanhalli. Multimedia Signatures for Vehicle Forensics. Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2017), 10-14 July 2017, Hong Kong.

  26. A.K. Chandran, A. Subramaniam, W.-C. Wong, J. Yang, and K. A. Chaturvedi. A PTZ Camera Enhanced People-Occupancy Estimation System (PCEPOES). 15th IAPR Conference on Machine Vision Applications (MVA2017), Nagoya, Japan, 8-12 May 2017.     

  27. Chang, Francis, Garg, Hari. Multi-Objective Evolutionary Algorithm for Smart Surface Transportation System. 15th Intelligent Transportation Systems Asia-Pacific  (ITSAP 2017), Porto, Portugal, Apr 2017

  28. Wenhui Li, Yongkang Wong, An-An Liu, Yang Li, Yu-Ting Su, Mohan Kankanhalli. Multi-Camera Action Dataset for Cross-Camera Action Recognition Benchmarking. IEEE Winter Conference on Applications of Computer Vision (WACV 2017), Mar 2017

  29. Quang Minh Hoang, Trong Nghia Hoang, Kian Hsiang Low. A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression. 31st AAAI Conference on Artificial Intelligence (AAAI 2017), Feb 2017.

  30. Junnan Li, Yongkang Wong, Mohan Kankanhalli. PreSense - An Assistive Presentation Self-Quantification System. The IEEE International Symposium on Multimedia (ISM), 2016

  31. Junnan Li, Yongkang Wong, Mohan Kankanhalli. Multi-stream Deep Learning Framework for Automated Presentation Assessment. The IEEE International Symposium on Multimedia (ISM), 2016

  32. Yuhui Wang, Christian von der Weth, Yehong Zhang, Kian Hsiang Low, Vivek K. Singh, Mohan Kankanhalli. Concept Based Hybrid Fusion of Multimodal Event Signals. IEEE International Symposium on Multimedia (IEEE ISM), 2016

  33. Arun Kumar Chandran and Wai-Choong, Wong. Pedestrian Crowd Level Estimation by Head Detection using Bio-inspired Retina Model. IEEE Region 10 Conference (TENCON), 2016

  34. Jing Li, Yongkang Wong, Terence Sim. Towards Protecting Biometric Templates Without Sacrificing Performance. 23rd International Conference on Pattern Recognition (ICPR), 2016

  35. Girisha De Silva, Mun Choon Chan, Wei Tsang Ooi. Throughput Estimation for Short Lived TCP Cubic Flows. 13th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MOBIQUITOUS), 2016

  36. Hande Hong, Chengwen Luo, Mun Choon Chan. SocialProbe: Understanding Social Interaction Through Passive WiFi Monitoring. 13th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (MOBIQUITOUS), 2016

  37. Yuxin Zheng, Qi Guo, Anthony K.H. Tung, Sai Wu. LazyLSH: Approximate Nearest Neighbor Search for Multiple Distance Functions with a Single Index. In Proceedings of ACM SIGMOD International Conference on Management of Data (SIGMOD), 2016

  38. Yogesh Singh Rawat and Mohan Kankanhalli. ConTagNet: Exploiting User Context for Image Tag Recommendation. ACM MM 2016

  39. Yu Du, Yongkang Wong, Yonghao Liu, Feilin Han, Yilin Gui, Zhen Wang, Mohan Kankanhalli, Weidong Geng. Marker-less 3D Human Motion Capture with Monocular Image Sequence and Height-Maps. The 14th European Conference on Computer vision (ECCV), 2016

  40. Yuhui Wang, Christian von der Weth, Thomas Winkler, Mohan Kankanhalli. Tweeting Camera: A New Paradigm of Event-based Smart Sensing Device. 10th International Conference on Distributed Smart Cameras (ICDSC), 2016

  41. Peng Zhang, Tao Zhuo, Kangli Chen, Wei Huang. How Does Human Interest Modelling Help in Computer Vision: Tracking-by-Saliency in Unconstrained Social Videos.  International Conference on Multimedia and Expo 2016.

  42. Shaojing Fan, Tian-Tsong Ng, Bryan L. Koenig, Ming Jiang, and Qi Zhao. A Paradigm for Building Generalized Models of Human Image Perception through Data Fusion. 29th IEEE Conference on Computer Vision and Pattern Recognition 2016.

  43. Trong Nghia Hoan, Quang Minh Hoang, and Bryan Kian Hsiang Low. A Distributed Variational Inference Framework for Unifying Parallel Sparse Gaussian Process Regression Models. International Conference on Machine Learning 2016.

  44. Yehong Zhang, Trong Nghia Hoang, Kian Hsiang Low, and Mohan Kankanhalli. Near-Optimal Active Learning of Multi-Output Gaussian Processes. 30th AAAI Conference on Artificial Intelligence (AAAI) 2016

  45. Xiang Chen, T. Nguyen, and Mohan Kankanhalli. SalAd: A Multimodal Approach for Contextual Video Advertising. ISM2015

  46. Yu Li, Robby T. Tan, and Michael S. Brown. Nighttime Haze Removal with Glow and Multiple Light Colors. International Conference on Computer Vision, 2015

  47. Tian Gan, Yongkang Wong, B. Mandal, V.Chandrasekha, and Mohan Kankanhalli. Multi-sensor Self-Quantification of Presentations. ACM MM, 2015

  48. Shuaizhao Jin, Zixiao Wang, Wai Kay Leong, Ben Leong, Yabo Dong, and Dongming Lu. Improving Neighbor Discovery with Slot Index Synchronization. IEEE MASS 2015

  49. Trong Nghia Hoang, Quang Minh Hoang and Bryan Kian Hsiang Low. A Unifying Framework of Anytime Sparse Gaussian Process Regression Models with Stochastic Variational Inference for Big Data In Proceedings of the 32nd International Conference on Machine Learning (ICML), 2015

  50. Xiaoling Gu, Pai Peng, Mengwen Li, Lidan Shou, Gang Chen, Sai Wu. Cross-Scenario Eyeglasses Retrieval via EGYPT Model ICMR, 2015

  51. Chengwen Luo, Hande Hong, Long Cheng, Kartik Sankaran and Mun Choon Chan. iMap: Automatic Inference of Indoor Semantics Exploiting Opportunistic Smartphone Sensing IEEE SECON, 2015

  52. Yan Luo, Yongkang Wong, and Qi Zhao. Label Consistent Quadratic Surrogate Model for Visual Saliency Prediction. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

  53.  Ming Jiang, Shane Huang, Juanyong Duan, and Qi Zhao. SALICON: Saliency in Context. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

  54. Qiang Hu, Qi Liu, Xiaoli Wang, Anthony K.H. Tung, Shubham Goyal, and Jisong Yang. DocRicher: An Automatic Annotation System for Text Documents using Social Media SIGMOD, 2015

  55. Jingbo Zhou and Anthony Tung. SMiLer: A Semi-Lazy Time Series Prediction System for Sensors . In Proceedings of ACM SIGMOD International Conference on Management of Data (SIGMOD), 2015

  56. Yuhui Wang and Mohan Kankanhalli. Tweeting Cameras for Event Detection. In Proceedings of the International World Wide Web Conference (WWW '15), 18-22 May 2015, Florence, Italy

  57. Terence Sim and Li Zhang, Controllable Face Privacy. Workshop on De-identification for Privacy Protection in Multimedia, 4-8 May 2015, Ljubljana, Slovenia

  58. Myriam Leggieri, Christian von der Weth, and John Breslin, Using Sensors to Bridge the Gap between Real Places and their Web-Based Representations. In Proceedings of the IEEE International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP '15), 7-9 April 2015, Singapore

  59. W Sun, Y Ge and WC Wong. A Stochastic Geometry Analysis of Inter-user Interference in IEEE 802.15.6 Body Sensor Networks. IEEE Wireless Communications and Networking Conference (WCNC 2015), 6-12 Mar 2015, New Orleans, LA, USA.

  60. Prabhu Natarajan, Trong Nghia Hoang, Yongkang Wong, Kian Hsiang Low & Mohan Kankanhalli. Scalable Decision-Theoretic Coordination and Control for Real-time Active Multi-Camera Surveillance. In Proceedings of the 8th ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC'14) (Invited Paper to Special Session on Smart Cameras for Smart Environments), Nov 4-7, 2014, Venezia, Italy.

  61. Yogesh S Rawat and Mohan S Kankanhanlli. Context-Based Photography Learning using Crowdsourced Images and Social Media. Grand Challenge, ACM International Conference on Multimedia 2014, Nov 3 - Nov 7, 2014, Orlando, Florida, USA.

  62. Tian Gan, Yongkang Wong, Bappaditya Mandal, Vijay Chandrasekhar, Liyuan Li, Joo-Hwee Lim, Mohan S. Kankanhalli. Recovering Social Interaction Spatial Structure from Multiple First-Person Views. International Workshop on Socially-Aware Multimedia, ACM International Conference on Multimedia 2014, Nov 3 - Nov 7, 2014, Orlando, Florida, USA.

  63. Yongkang Wong, Lekha Chaisorn, Mohan S. Kankanhalli. Discovering Person Identity via Large-Scale Observations. Workshop on Human Identification for Surveillance, 12th Asian Conference on Computer Vision, 2014. 

  64. Weizhi Nie, Anan Liu, Jing Yu, Yuting Su, Lekha Chaisorn, Yongkang Wang, and Mohan S Kankanhalli. "Multi-View Action Recognition by Cross-domain Learning", In Proceedings of the 16th International Workshop on Multimedia Signal Processing (MMSP 2014), Sep 22-24, 2014, Indonesia.

  65. Hong Lin, Lekha Chaisorn, Yongkang Wong, An-An Liu, Yu-Ting Su, and Mohan S Kankanhalli. View-Invariant Feature Discovering for Multi-Camera Human Action Recognition. In Proceedings of the 16th International Workshop on Multimedia Signal Processing (MMSP 2014), Sep 22-24, 2014, Indonesia.

  66. Trong Nghia Hoang, Kian Hsiang Low, Patrick Jaillet and Mohan Kankanhalli. Active Learning is Planning: Nonmyopic ϵ-Bayes-Optimal Active Learning of Gaussian Processes. In T. Calders, F. Esposito, E. Hüllermeier, R. Meo, editors, Proceedings of the 7th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-14) Nectar (New Scientific and Technical Advances in Research) Track, Part III, LNCS 8726, pages 494-498, Springer, Sep 15-19, 2014, Heidelberg, Nancy, France.

  67. Ming Jiang, Juan Xu, and Qi Zhao. Saliency in Crowd. European Conference on Computer Vision (ECCV), Sep.6-12, 2014, Zurich, Switzerland.

  68. Yuxin Zheng, Zhifeng Bao, Lidan Shou, and Anthony K. H. Tung. “MESA: A Map Service to Support Fuzzy Type Ahead Search over GeoTextual Data". In Proceedings of the Very Large Database (VLDB 2014), Sep 1-5, 2014, Hangzhou, China.

  69. Prabhu Natarajan, Kian Hsiang Low, and Mohan Kankanhalli. No One is Left "Unwatched": Fairness in Observation of Crowds of Mobile Targets in Active Camera Surveillance. In Proceedings of the 21st European Conference on Artificial Intelligence (ECAI-14), including Prestigious Applications of Intelligent Systems (PAIS-14), Aug 18-22, 2014. Prague, Czech Republic.

  70. P Chen, S Sen, HK Pung and WC Wong. A SQL-Based Context Query Language for Context-Aware System. Accepted at the 4th International Conference on Advances in Information Mining and Management (IMMM 2014), 20-24 July 2014, Paris, France.

  71. von der Weth, Lekha Chaisorn and Mohan Kankanhalli. OneSpace: Constructing Locations for Virtual Location-Based Services.  21th IEEE International Conference on Web Services (ICWS’14), Jun 27 - Jul 2, 2014, Anchorage, Alaska, USA.

     

  72. Chunwang Zhang, and Ee-Chien Chang. "Processing of Mixed-Sensitivity Video Surveillance Streams on Hybrid Clouds". In Proceedings of the 7th IEEE International Conference on Cloud Computing (IEEE CLOUD), Jun 27 - Jul 2 , 2014, Alaska, USA.

  73. Christian von der Weth, Vinod Hegde, and Manfred Hauswirth. "Virtual Location-Based Services: Merging the Physical and Virtual World". In Proceedings of the 21th IEEE International Conference on Web Services (ICWS’14), Jun 27 - Jul 2, 2014, Anchorage, Alaska, USA.

  74. Trong Nghia Hoang, Kian Hsiang Low, Patrick Jaillet, and Mohan S Kankanhalli. Nonmyopic ϵ-Bayes-Optimal Active Learning of Gaussian Processes. To appear in Proceedings of the 31st International Conference on Machine Learning (ICML 2014), Jun 21-26, 2014, Beijing, China.

  75. Yogesh Singh Rawat, Chidansh Bhatt, and Mohan S Kankanhalli. Mode of Teaching Based Segmentation and Annotation of Video Lectures. 12th International Workshop on Content-Based Multimedia Indexing (CBMI 2014), Jun 18 – 20, 2014, Klagenfurt, Austria.

  76. Yu Wang, Mehul Motani, Hari Krishna Garg, Qian Chen, and Tie Luo. Multi-channel directional medium access control for ad hoc networks: a cooperative approach. IEEE International Conference on Communication, ICC 2014, Jun 10–14, 2014, Sydney, Australia. 

  77. L.Wang, and W.C. Wong. A Novel RSS Model and Power-bias Mitigation Algorithm in Fingerprinting-based Indoor Localization in Wireless Local Area Networks. 20th European Wireless (EW) Conference, May 14-16, 2014, Barcelona, Spain.

  78. Prabhu Natarajan, Kian Hsiang Low, and Mohan S Kankanhalli. "Decision-Theoretic Approach to Maximizing Fairness in Multi-Target Observation in Multi-Camera Surveillance". In Proceedings of the 13th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS14), May 5-9, 2014, Paris, France.

  79. Luo Chengwen, Chan Mun Choon, and Hong Hande. PiLoc: a Self-Calibrating Participatory Indoor Localization System. In Proceedings of the 13th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2014, Apr 15-17, 2014, Berlin Germany.

  80. Terence Sim, Hossein Nejati, James Chua. Face Recognition CAPTCHA Made Difficult. International World Wide Web Conference 2014 (WWW 2014), Apr 7-11, 2014, Seoul, Korea.

  81. K. Wang, T.Y. Chai, and W.C. Wong. An On-demand Rate-adaptation-aware Joint Power Control and Routing Scheme. IEEE Wireless Communications and Networking Conference, Apr 6-9, 2014, Istanbul, Turkey.

  82. Leong Wai Kay. "An End-to-End Measurement Study of Modern Cellular Data Networks", In Proceedings of the 15th Passive and Active Measurement Conference (PAM 2014), Mar 10-11, 2014, Los Angeles, USA.

  83. Leong Wai Kay. Unveiling the Hidden Danger of Public IP Addresses in 4G/LTE Cellular Data Networks. In Proceedings of the 15th International Workshop on Mobile Computing Systems and Applications (HotMobile 2014), Feb 26-27, 2014, Santa Barbara, USA.

  84. Chengfang Fang, Chunwang Zhang, and Ee-Chien Chang. "An Optimization Model for Aesthetic Two-Dimensional Barcodes", In Proceedings of the MMM 2014 in Dublin, Ireland.

  85. K Wang, WC Wong and TY Chai. "An Adaptive delay-based Power Control and Routing Scheme", In Proceedings of the 7th International Conference on Signal Processing & Communication Systems, ICSPCS 2013, Dec 16-18, 2013, Singapore. 

  86. K Wang, TY Chai, and WC Wong. "A Q-Learning-based Power-Controlled Routing Protocol in Multihop Wireless Ad Hoc Network", In Proceedings of the 19th IEEE International Conference on Networks, ICON 2013, December 11-13, 2013, Singapore.

  87. Lekha Chaisorn, and Yongkang Wong. "Video Analytics for Surveillance Camera Network", In Proceedings of the 19th International Conference on Networks, ICON 2013, Dec 11-13, 2013, Singapore. (invited paper)

  88. Yu Wang, Hari Krishna Garg, and Mehul Motani. "Directional Medium Access Control for Ad Hoc Networks: A Cooperation-Based Approach", In Proceedings of the 19th International Conference on Networks, ICON 2013, Dec 11-13, 2013, Singapore.

  89. Zhifeng Bao, Y.C. Tay and Jingbo Zhou. sonSchema: A Conceptual Schema for Social Networks. In Proceedings of the 32nd International Conference on Conceptual Modeling, ER 2013, Nov 11-13, Hong Kong.

  90. Zhifeng Bao, Jingbo Zhou, and Y.C. Tay. sonSQL: An Extensible Relational DBMS for Social Network Start-Ups. In Proceedings of 32nd International Conference on Conceptual Modeling, ER 2013, Nov 11-13, Hong Kong.

  91. Chengwen Luo, and Mun Choon Chan. SocialWeaver: Collaborative Inference of Human Conversation Networks Using Smartphones. SenSys 2013: 20

  92. Yong Zeng, Zhifeng Bao, Guoliang Li and Tok Wang Ling. Exploring XML data is as easy as using Google Maps. ACM International Conference on Information and Knowledge Management, CIKM 2013, Oct 27 - Nov 1, San Francisco, USA.

  93. Tian Gan. Social Interaction Detection Using A Multi-sensor Approach. ACM Multimedia 2013: 1043-1046.

  94. Tian Gan, Yongkang Wong, Daqing Zhang, and Mohan S Kankanhalli. Temporal Encoded F-formation System for Social Interaction Detection. ACM Multimedia 2013: 937-946.

  95. Guo Fangfang, Li Yu, Mohan S Kankanhanlli, and Michael Brown. "An Evaluation of Wearable Activity Monitoring Devices", ACM Workshop on Personal Data Meets Distributed Multimedia; Oct 21–25, 2013.

  96. Ming Jiang, Mingli Song, and Qi Zhao. Leveraging Human Fixations in Sparse Coding: Learning a Discriminative Dictionary for Saliency Prediction. in IEEE International Conference on Systems, Man, and Cybernetics (SMC, Invited, Special Issue on Matrix and Tensor Analysis for Big Vision), Manchester, UK, Oct 13, 2013.

  97. Xiaoli Wang, Xiaofeng Ding, Anthony K.H. Tung, and Zhenjie Zhang. "Efficient and Effective KNN Sequence Search with Approximate n-grams" PVLDB 7(1):1-12 (2013).

  98. Zhifeng Bao. XClear: Resolve illusion problem in XML Keyword Search, 2013 ACM SIGIR, Sep 27 - Oct 1, Dublin, Ireland.

  99. Yong Zeng, Zhifeng Bao, Tok Wang Ling, and Guoliang Li. Removing the Mismatch Headache in XML Keyword Search. SIGIR 2013: 1109-1110.

  100. Jingbo Zhou, Anthony K. H. Tung, Wei Wu, and Wee Siong Ng. R2-D2: a System to Support Probabilistic Path Prediction in Dynamic Environments via "Semi-Lazy" Learning. PVLDB 6(12): 1366-1369 (2013).

  101. Yong Zeng, Zhifeng Bao, Tok Wang Ling, and Guoliang Li. Efficient XML Keyword Search: From Graph Model to Tree Model. DEXA 2013, Aug 26-29, Prague, Czech Republic.

  102. Zhifeng Bao, Yong Zeng and Y.C. Tay. sonLP: Social Network Link Prediction by Principal Component Regression. IEEE/ACM International Conference on Advances in Social Network Analysis and Mining, ASONAM 2013, Aug 25-28, Niagara Falls, Canada.

  103. V.S. Khasare, R. Sahay, and M. Kankanhalli. Seeing Through the Fence: Image De-fencing Using a Video Sequence, IEEE International Conference on Image Processing (ICIP), Aug 15-18, 2013, Melbourne, Australia.

  104. Jingbo Zhou, Anthony K. H. Tung, Wei Wu, and Wee Siong Ng. A Semi-Lazy Approach to Probabilistic Path Prediction. KDD 2013: 748-756.

  105. Zaragoza J., Chin T.-J., Brown M. S., and Suter D. Projective-as-Possible Image Stitching with Moving DLT, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 25 , 2013.

  106. Feng Zhao 
and Anthony K. H. Tung, “Large Scale Cohesive Subgraphs Discovery for Social Network Visual Analysis”. Intl. conference Very Large Database (VLDB), Mar 31, 2013, Riva del Garda, Trentino, Italy.

  107. Chengyao Shen, Mingli Song, and Qi Zhao. "Learning High-Level Concepts by Training a Deep Network on Eye Fixations", in Deep Learning and Unsupervised Feature Learning Workshop, in conjuction with NIPS 2012, Dec 8, Lake Tahoe, USA.