Research on Expert Search at Enterprise Track of TREC 2005. - Yunbo Cao; Jingjing Liu 001; Shenghua Bao; Hang Li 001 (TREC, 2005)

A Supervised Learning Approach to Entity Search. - Guoping Hu; Jingjing Liu 001; Hang Li 001; Yunbo Cao; Jian-Yun Nie; Jianfeng Gao 001 (AIRS, 2006)

Recognizing eyebrow and periodic head gestures using CRFs for non-manual grammatical marker detection in ASL. - Jingjing Liu 001; Bo Liu 005; Shaoting Zhang 001; Fei Yang 001; Peng Yang 001; Dimitris N. Metaxas; Carol Neidle (FG, 2013)

Computer-aided diagnosis of mammographic masses using vocabulary tree-based image retrieval. - Menglin Jiang; Shaoting Zhang 001; Jingjing Liu 001; Tian Shen; Dimitris N. Metaxas (ISBI, 2014)

Scalable mammogram retrieval using Anchor Graph Hashing. - Jingjing Liu 001; Shaoting Zhang 001; Wei Liu 005; Xiaofan Zhang 002; Dimitris N. Metaxas (ISBI, 2014)

3D Face Tracking and Multi-Scale, Spatio-temporal Analysis of Linguistically Significant Facial Expressions and Head Positions in ASL. - Bo Liu 005; Jingjing Liu 001; Xiang Yu 002; Dimitris N. Metaxas; Carol Neidle (LREC, 2014)

IBM-Northwestern@TRECVID 2014: Surveillance Event Detection. - Yu Cheng 001; Lisa M. Brown; Quanfu Fan; Jingjing Liu 001; Rogério Schmidt Feris; Alok N. Choudhary; Sharath Pankanti (TRECVID, 2014)

Non-manual grammatical marker recognition based on multi-scale, spatio-temporal analysis of head pose and facial expressions. - Jingjing Liu 001; Bo Liu 005; Shaoting Zhang 001; Fei Yang 001; Peng Yang 001; Dimitris N. Metaxas; Carol Neidle (Image Vis. Comput., 2014)

Open Domain Question Answering via Semantic Enrichment. - Huan Sun 001; Hao Ma 001; Wen-tau Yih; Chen-Tse Tsai; Jingjing Liu 001; Ming-Wei Chang (WWW, 2015)

Multispectral Deep Neural Networks for Pedestrian Detection. - Jingjing Liu 001; Shaoting Zhang 001; Shu Wang; Dimitris N. Metaxas (BMVC, 2016)

People detection in crowded scenes by context-driven label propagation. - Jingjing Liu 001; Quanfu Fan; Sharath Pankanti; Dimitris N. Metaxas (WACV, 2016)

Video Classification via Weakly Supervised Sequence Modeling. - Jingjing Liu 001; Chao Chen 012; Yan Zhu 009; Wei Liu 005; Dimitris N. Metaxas (Comput. Vis. Image Underst., 2016)

Towards Human-level Machine Reading Comprehension: Reasoning and Inference with Multiple Strategies. - Yichong Xu; Jingjing Liu 001; Jianfeng Gao 001; Yelong Shen; Xiaodong Liu 003 (CoRR, 2017)

Scalable Mammogram Retrieval Using Composite Anchor Graph Hashing With Iterative Quantization. - Jingjing Liu 001; Shaoting Zhang 001; Wei Liu 005; Cheng Deng; Yuanjie Zheng; Dimitris N. Metaxas (IEEE Trans. Circuits Syst. Video Technol., 2017)

Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning. - Baolin Peng; Xiujun Li; Jianfeng Gao 001; Jingjing Liu 001; Kam-Fai Wong (ACL (1), 2018)

Language-Based Image Editing With Recurrent Attentive Models. - Jianbo Chen; Yelong Shen; Jianfeng Gao 001; Jingjing Liu 001; Xiaodong Liu 003 (CVPR, 2018)

Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning. - Shang-Yu Su; Xiujun Li; Jianfeng Gao 001; Jingjing Liu 001; Yun-Nung Chen (EMNLP, 2018)

Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning. - Baolin Peng; Xiujun Li; Jianfeng Gao 001; Jingjing Liu 001; Yun-Nung Chen; Kam-Fai Wong (ICASSP, 2018)

Integrating planning for task-completion dialogue policy learning. - Baolin Peng; Xiujun Li; Jianfeng Gao 001; Jingjing Liu 001; Kam-Fai Wong (CoRR, 2018)

Microsoft Dialogue Challenge: Building End-to-End Task-Completion Dialogue Systems. - Xiujun Li; Sarah Panda; Jingjing Liu 001; Jianfeng Gao 001 (CoRR, 2018)

Multi-Task Learning for Machine Reading Comprehension. - Yichong Xu; Xiaodong Liu 003; Yelong Shen; Jingjing Liu 001; Jianfeng Gao 001 (CoRR, 2018)

ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension. - Sheng Zhang 012; Xiaodong Liu 003; Jingjing Liu 001; Jianfeng Gao 001; Kevin Duh; Benjamin Van Durme (CoRR, 2018)

Sequential Attention GAN for Interactive Image Editing via Dialogue. - Yu Cheng 001; Zhe Gan; Yitong Li 001; Jingjing Liu 001; Jianfeng Gao 001 (CoRR, 2018)

Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning. - Yuexin Wu; Xiujun Li; Jingjing Liu 001; Jianfeng Gao 001; Yiming Yang (AAAI, 2019)

Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog. - Zhe Gan; Yu Cheng 001; Ahmed El Kholy; Linjie Li; Jingjing Liu 001; Jianfeng Gao 001 (ACL (1), 2019)

A Hybrid Retrieval-Generation Neural Conversation Model. - Liu Yang 005; Junjie Hu 001; Minghui Qiu; Chen Qu 001; Jianfeng Gao 001; W. Bruce Croft; Xiaodong Liu 003; Yelong Shen; Jingjing Liu 001 (CIKM, 2019)

Tactical Rewind: Self-Correction via Backtracking in Vision-And-Language Navigation. - Liyiming Ke; Xiujun Li; Yonatan Bisk; Ari Holtzman; Zhe Gan; Jingjing Liu 001; Jianfeng Gao 001; Yejin Choi 001; Siddhartha S. Srinivasa (CVPR, 2019)

StoryGAN: A Sequential Conditional GAN for Story Visualization. - Yitong Li 001; Zhe Gan; Yelong Shen; Jingjing Liu 001; Yu Cheng 001; Yuexin Wu; Lawrence Carin; David E. Carlson; Jianfeng Gao 001 (CVPR, 2019)

Patient Knowledge Distillation for BERT Model Compression. - Siqi Sun; Yu Cheng 001; Zhe Gan; Jingjing Liu 001 (EMNLP/IJCNLP (1), 2019)

Adversarial Domain Adaptation for Machine Reading Comprehension. - Huazheng Wang; Zhe Gan; Xiaodong Liu 003; Jingjing Liu 001; Jianfeng Gao 001; Hongning Wang (EMNLP/IJCNLP (1), 2019)

Relation-Aware Graph Attention Network for Visual Question Answering. - Linjie Li; Zhe Gan; Yu Cheng 001; Jingjing Liu 001 (ICCV, 2019)

Unsupervised Deep Structured Semantic Models for Commonsense Reasoning. - Shuohang Wang; Sheng Zhang 012; Yelong Shen; Xiaodong Liu 003; Jingjing Liu 001; Jianfeng Gao 001; Jing Jiang 001 (NAACL-HLT (1), 2019)

Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension. - Yichong Xu; Xiaodong Liu 003; Yelong Shen; Jingjing Liu 001; Jianfeng Gao 001 (NAACL-HLT (1), 2019)

UNITER: Learning UNiversal Image-TExt Representations. - Yen-Chun Chen 001; Linjie Li; Licheng Yu; Ahmed El Kholy; Faisal Ahmed 001; Zhe Gan; Yu Cheng 001; Jingjing Liu 001 (CoRR, 2019)

FreeLB: Enhanced Adversarial Training for Language Understanding. - Chen Zhu 001; Yu Cheng 001; Zhe Gan; Siqi Sun; Tom Goldstein; Jingjing Liu 001 (CoRR, 2019)

Discourse-Aware Neural Extractive Model for Text Summarization. - Jiacheng Xu; Zhe Gan; Yu Cheng 001; Jingjing Liu 001 (CoRR, 2019)

Distilling the Knowledge of BERT for Text Generation. - Yen-Chun Chen 001; Zhe Gan; Yu Cheng 001; Jingzhou Liu; Jingjing Liu 001 (CoRR, 2019)

What Makes A Good Story? Designing Composite Rewards for Visual Storytelling. - Junjie Hu 001; Yu Cheng 001; Zhe Gan; Jingjing Liu 001; Jianfeng Gao 001; Graham Neubig (AAAI, 2020)

Multi-Level Head-Wise Match and Aggregation in Transformer for Textual Sequence Matching. - Shuohang Wang; Yunshi Lan; Yi Tay; Jing Jiang 001; Jingjing Liu 001 (AAAI, 2020)

Contrastively Smoothed Class Alignment for Unsupervised Domain Adaptation. - Shuyang Dai; Yu Cheng 001; Yizhe Zhang 002; Zhe Gan; Jingjing Liu 001; Lawrence Carin (ACCV (4), 2020)

Distilling Knowledge Learned in BERT for Text Generation. - Yen-Chun Chen 001; Zhe Gan; Yu Cheng 001; Jingzhou Liu; Jingjing Liu 001 (ACL, 2020)

Discourse-Aware Neural Extractive Text Summarization. - Jiacheng Xu; Zhe Gan; Yu Cheng 001; Jingjing Liu 001 (ACL, 2020)

DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation. - Yizhe Zhang 002; Siqi Sun; Michel Galley; Yen-Chun Chen 001; Chris Brockett; Xiang Gao 011; Jianfeng Gao 001; Jingjing Liu 001; Bill Dolan (ACL (demo), 2020)

BachGAN: High-Resolution Image Synthesis From Salient Object Layout. - Yandong Li; Yu Cheng 001; Zhe Gan; Licheng Yu; Liqiang Wang 001; Jingjing Liu 001 (CVPR, 2020)

Violin: A Large-Scale Dataset for Video-and-Language Inference. - Jingzhou Liu; Wenhu Chen; Yu Cheng 001; Zhe Gan; Licheng Yu; Yiming Yang; Jingjing Liu 001 (CVPR, 2020)

Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models. - Jize Cao; Zhe Gan; Yu Cheng 001; Licheng Yu; Yen-Chun Chen 001; Jingjing Liu 001 (ECCV (6), 2020)

UNITER: UNiversal Image-TExt Representation Learning. - Yen-Chun Chen 001; Linjie Li; Licheng Yu; Ahmed El Kholy; Faisal Ahmed 001; Zhe Gan; Yu Cheng 001; Jingjing Liu 001 (ECCV (30), 2020)

Contextual Text Style Transfer. - Yu Cheng 001; Zhe Gan; Yizhe Zhang 002; Oussama Elachqar; Dianqi Li; Jingjing Liu 001 (EMNLP (Findings), 2020)

Multi-Fact Correction in Abstractive Text Summarization. - Yue Dong 002; Shuohang Wang; Zhe Gan; Yu Cheng 001; Jackie Chi Kit Cheung; Jingjing Liu 001 (EMNLP (1), 2020)

Hierarchical Graph Network for Multi-hop Question Answering. - Yuwei Fang; Siqi Sun; Zhe Gan; Rohit Pillai; Shuohang Wang; Jingjing Liu 001 (EMNLP (1), 2020)

HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training. - Linjie Li; Yen-Chun Chen 001; Yu Cheng 001; Zhe Gan; Licheng Yu; Jingjing Liu 001 (EMNLP (1), 2020)

Contrastive Distillation on Intermediate Representations for Language Model Compression. - Siqi Sun; Zhe Gan; Yuwei Fang; Yu Cheng 001; Shuohang Wang; Jingjing Liu 001 (EMNLP (1), 2020)

Cross-Thought for Sentence Encoder Pre-training. - Shuohang Wang; Yuwei Fang; Siqi Sun; Zhe Gan; Yu Cheng 001; Jingjing Liu 001; Jing Jiang 001 (EMNLP (1), 2020)

FreeLB: Enhanced Adversarial Training for Natural Language Understanding. - Chen Zhu 001; Yu Cheng 001; Zhe Gan; Siqi Sun; Tom Goldstein; Jingjing Liu 001 (ICLR, 2020)

Graph Optimal Transport for Cross-Domain Alignment. - Liqun Chen 001; Zhe Gan; Yu Cheng 001; Linjie Li; Lawrence Carin; Jingjing Liu 001 (ICML, 2020)

Sequential Attention GAN for Interactive Image Editing. - Yu Cheng 001; Zhe Gan; Yitong Li 001; Jingjing Liu 001; Jianfeng Gao 001 (ACM Multimedia, 2020)

Large-Scale Adversarial Training for Vision-and-Language Representation Learning. - Zhe Gan; Yen-Chun Chen 001; Linjie Li; Chen Zhu 001; Yu Cheng 001; Jingjing Liu 001 (NeurIPS, 2020)

Adaptive Learning Rates with Maximum Variation Averaging. - Chen Zhu 001; Yu Cheng 001; Zhe Gan; Furong Huang; Jingjing Liu 001; Tom Goldstein (CoRR, 2020)

Accelerating Real-Time Question Answering via Question Generation. - Yuwei Fang; Shuohang Wang; Zhe Gan; Siqi Sun; Jingjing Liu 001 (CoRR, 2020)

Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding. - Shuohang Wang; Luowei Zhou; Zhe Gan; Yen-Chun Chen 001; Yuwei Fang; Siqi Sun; Yu Cheng 001; Jingjing Liu 001 (CoRR, 2020)

A Closer Look at the Robustness of Vision-and-Language Pre-trained Models. - Linjie Li; Zhe Gan; Jingjing Liu 001 (CoRR, 2020)

FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding. - Yuwei Fang; Shuohang Wang; Zhe Gan; Siqi Sun; Jingjing Liu 001 (AAAI, 2021)

EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets. - Xiaohan Chen; Yu Cheng 001; Shuohang Wang; Zhe Gan; Zhangyang Wang; Jingjing Liu 001 (ACL/IJCNLP (1), 2021)

Cluster-Former: Clustering-based Sparse Transformer for Question Answering. - Shuohang Wang; Luowei Zhou; Zhe Gan; Yen-Chun Chen 001; Yuwei Fang; Siqi Sun; Yu Cheng 001; Jingjing Liu 001 (ACL/IJCNLP (Findings), 2021)

Wasserstein Contrastive Representation Distillation. - Liqun Chen 001; Dong Wang 037; Zhe Gan; Jingjing Liu 001; Ricardo Henao; Lawrence Carin (CVPR, 2021)

Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling. - Jie Lei 003; Linjie Li; Luowei Zhou; Zhe Gan; Tamara L. Berg; Mohit Bansal; Jingjing Liu 001 (CVPR, 2021)

UC2: Universal Cross-Lingual Cross-Modal Vision-and-Language Pre-Training. - Mingyang Zhou 004; Luowei Zhou; Shuohang Wang; Yu Cheng 001; Linjie Li; Zhou Yu 005; Jingjing Liu 001 (CVPR, 2021)

Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models. - Linjie Li; Jie Lei 003; Zhe Gan; Jingjing Liu 001 (ICCV, 2021)

InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective. - Boxin Wang; Shuohang Wang; Yu Cheng 001; Zhe Gan; Ruoxi Jia 001; Bo Li 026; Jingjing Liu 001 (ICLR, 2021)

APo-VAE: Text Generation in Hyperbolic Space. - Shuyang Dai; Zhe Gan; Yu Cheng 001; Chenyang Tao; Lawrence Carin; Jingjing Liu 001 (NAACL-HLT, 2021)

LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval. - Siqi Sun; Yen-Chun Chen 001; Linjie Li; Shuohang Wang; Yuwei Fang; Jingjing Liu 001 (NAACL-HLT, 2021)

Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective. - Tianlong Chen 001; Yu Cheng 001; Zhe Gan; Jingjing Liu 001; Zhangyang Wang (NeurIPS, 2021)

The Elastic Lottery Ticket Hypothesis. - Xiaohan Chen; Yu Cheng 001; Shuohang Wang; Zhe Gan; Jingjing Liu 001; Zhangyang Wang (NeurIPS, 2021)

VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation. - Linjie Li; Jie Lei 003; Zhe Gan; Licheng Yu; Yen-Chun Chen 001; Rohit Pillai; Yu Cheng 001; Luowei Zhou; Xin Wang 061; William Yang Wang; Tamara L. Berg; Mohit Bansal; et al. (NeurIPS Datasets and Benchmarks, 2021)

MaxVA: Fast Adaptation of Step Sizes by Maximizing Observed Variance of Gradients. - Chen Zhu 001; Yu Cheng 001; Zhe Gan; Furong Huang; Jingjing Liu 001; Tom Goldstein (ECML/PKDD (3), 2021)

Meta Module Network for Compositional Visual Reasoning. - Wenhu Chen; Zhe Gan; Linjie Li; Yu Cheng 001; William Yang Wang; Jingjing Liu 001 (WACV, 2021)

Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly. - Tianlong Chen 001; Yu Cheng 001; Zhe Gan; Jingjing Liu 001; Zhangyang Wang (CoRR, 2021)

CUPID: Adaptive Curation of Pre-training Data for Video-and-Language Representation Learning. - Luowei Zhou; Jingjing Liu 001; Yu Cheng 001; Zhe Gan; Lei Zhang 001 (CoRR, 2021)

Playing Lottery Tickets with Vision and Language. - Zhe Gan; Yen-Chun Chen 001; Linjie Li; Tianlong Chen 001; Yu Cheng 001; Shuohang Wang; Jingjing Liu 001 (CoRR, 2021)

Efficient Robust Training via Backward Smoothing. - Jinghui Chen; Yu Cheng 001; Zhe Gan; Quanquan Gu; Jingjing Liu 001 (AAAI, 2022)

Playing Lottery Tickets with Vision and Language. - Zhe Gan; Yen-Chun Chen 001; Linjie Li; Tianlong Chen 001; Yu Cheng 001; Shuohang Wang; Jingjing Liu 001; Lijuan Wang; Zicheng Liu 001 (AAAI, 2022)

Adversarial Feature Augmentation and Normalization for Visual Recognition. - Tianlong Chen 001; Yu Cheng 001; Zhe Gan; Jianfeng Wang; Lijuan Wang; Jingjing Liu 001; Zhangyang Wang (Trans. Mach. Learn. Res., 2022)