Refereed Publications

Generating Video Descriptions with Latent Topic Guidance
Shizhe Chen, Qin Jin, Jia Chen, Alexander Hauptmann
Transaction on Multimedia (TMM) 2019.

Class-aware Self-Attention for Audio Event Recognition
Shizhe Chen, Jia Chen, Qin Jin, Alexander Hauptmann
ACM International Conference on Multimedia Retrieval (ICMR), 2018. (Best Paper Runner-up)

Video Captioning with Guidance of Multimodal Latent Topics
Jia Chen, Shizhe Chen, Qin Jin, Alexander Hauptmann
ACM Multimedia, 2017.

Joint Saliency Estimation and Matching using Image Regions for Geo-Localization of Online Video
Haoyue Shi, Jia Chen, Alexander Hauptmann
ACM International Conference on Multimedia Retrieval (ICMR), 2017.

Rewind to track: Parallelized Apprenticeship Learning with Backward Tracklets
Jiang Liu, Jia Chen, De Cheng, Chenqiang Gao, Alexander G. Hauptmann
IEEE International Conference on Multimedia and Expo (ICME), 2017.

Knowing Yourself: Improving Video Caption via In-depth Recap
Qin Jin, Shizhe Chen, Jia Chen, Alexander Hauptmann
ACM Multimedia, 2017. (Best Grand Challenge Paper)

Generating Video Descriptions with Topic Guidance
Shizhe Chen, Jia Chen, Qin Jin
ACM International Conference on Multimedia Retrieval (ICMR), 2017.

Boosting Recommendation in Unexplored Categories by User Price Preference
Jia Chen, Qin Jin, Shiwan Zhao, Shenghua Bao, Li Zhang, Zhong Su, Yong Yu
ACM Transactions on Information Systems (TOIS), 2016.

Semantic Image Profiling for Historic Events: Linking Images to Phrases
Jia Chen, Qin Jin, Yifan Xiong
ACM Multimedia, 2016.

Describing Videos using Multi-modal Fusion
Qin Jin, Jia Chen, Shizhe Chen, Yifan Xiong
ACM Multimedia, 2016.

Exploitation and Exploration Balanced Hierarchical Summary for Landmark Images
Jia Chen, Qin Jin, Shenghua Bao, Junfeng Ye, Zhong Su, Shimin Chen, Yong Yu
IEEE Transactions on Multimedia (TMM), 2015.

Image Profiling for History Events on the Fly
Jia Chen, Qin Jin, Yong Yu, Alexander Hauptmann
ACM Multimedia, 2015.

Does Product Recommendation Meet its Waterloo in Unexplored Categories? No, Price Comes to Help
Jia Chen, Qin Jin, Shiwan Zhao, Shenghua Bao, Li Zhang, Zhong Su, Yong Yu
SIGIR, 2014.

Unified structured learning for simultaneous human pose estimation and garment attribute classification
Jie Shen, Guangcan Liu, Jia Chen, Yuqiang Fang, Jianbin Xie, Yong Yu, Shuicheng Yan
IEEE Transactions on Image Processing (TIP), 2014.

Visual Contextual Advertising: Bringing Textual Advertisements to Images
Yuqiang Chen, Ou Jin, Gui-Rong Xue, Jia Chen, Qiang Yang
AAAI, 2010


Workshops

Minding the Gaps in a Video Action Analysis Pipeline
Jia Chen, Jiang Liu, Junwei Liang, Ting-Yao Hu, Wei Ke, Wayner Barrios, Dong Huang, Alexander Hauptmann
HADCV at WACV, 2019

CMU-Informedia @ TRECVID2018
Jia Chen, Jiang Liu, Junwei Liang, Ting-Yao Hu, Wenhe Liu, Wei Ke, Wayner Barrios, Haroon Idrees, Donghyun Yoo, Yaser Sheikh, Ruslan Salakhutdinov, Kris Kitani, Dong Huang, and Alexander Hauptmann
NIST TRECVID, 2018

CMU-Informedia @ TRECVID2017
Jia Chen, Junwei Liang, Jiang Liu, Shizhe Chen, Chenqiang Gao, Qin Jin, Alexander Hauptmann
NIST TRECVID, 2017

CMU-Informedia @ TRECVID2016
Junwei Liang, Jia Chen, Poyao Huang, Xuanchong Li, Lu Jiang, Zhenzhong Lan, Pingbo Pan, Hehe Fan,Qin Jin, Jiande Sun, Yang Chen, Yi Yang, Alexandar Hauptmann
NIST TRECVID, 2016