A Study of SQL-on-Hadoop Systems. - Yueguo Chen; Xiongpai Qin; Haoqiong Bian; Jun Chen 021; Zhaoan Dong; Xiaoyong Du 001; Yanjie Gao; Dehai Liu; Jiaheng Lu; Huijie Zhang (BPOE@ASPLOS/VLDB, 2014)

A Text Retrieval System Based on Distributed Representations. - Zhe Zhao 006; Tao Liu 001; Jun Chen 021; Bofang Li; Xiaoyong Du 001 (APWeb (2), 2016)

SEED: A system for entity exploration and debugging in large-scale knowledge graphs. - Jun Chen 021; Yueguo Chen; Xiaoyong Du 001; Xiangling Zhang; Xuan Zhou 001 (ICDE, 2016)

Entity Set Expansion via Knowledge Graphs. - Xiangling Zhang; Yueguo Chen; Jun Chen 021; Xiaoyong Du 001; Ke Wang 001; Ji-Rong Wen (SIGIR, 2017)

ESearch: Incorporating Text Corpus and Structured Knowledge for Open Domain Entity Search. - Denghao Ma; Yueguo Chen; Jun Chen 021; Xiaoyong Du 001; Xiangliang Zhang 001 (WWW (Companion Volume), 2017)

SEED V3: Entity-Oriented Exploratory Search in Knowledge Graphs on Tablets. - Jun Chen 021; Mingrui Shao; Yueguo Chen; Xiaoyong Du 001 (ER Workshops, 2018)

Entity set expansion with semantic features of knowledge graphs. - Jun Chen 021; Yueguo Chen; Xiangling Zhang; Xiaoyong Du 001; Ke Wang 001; Ji-Rong Wen (J. Web Semant., 2018)

PivotE: Revealing and Visualizing the Underlying Entity Structures for Exploration. - Xueran Han; Jun Chen 021; Jiaheng Lu; Yueguo Chen; Xiaoyong Du 001 (Proc. VLDB Endow., 2019)

Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation. - Uchenna Akujuobi; Jun Chen 021; Mohamed Elhoseiny; Michael Spranger; Xiangliang Zhang 001 (NeurIPS, 2020)

Efficient long-distance relation extraction with DG-SpanBERT. - Jun Chen 021; Robert Hoehndorf; Mohamed Elhoseiny; Xiangliang Zhang 001 (CoRR, 2020)

Exploring Long Tail Visual Relationship Recognition with Large Vocabulary. - Sherif Abdelkarim; Aniket Agarwal; Panos Achlioptas; Jun Chen 021; Jiaji Huang; Boyang Li 001; Kenneth Church 001; Mohamed Elhoseiny (ICCV, 2021)

Predicting candidate genes from phenotypes, functions and anatomical site of expression. - Jun Chen 021; Azza Althagafi; Robert Hoehndorf (Bioinform., 2021)

DeepViral: prediction of novel virus-host interactions from protein sequences and infectious disease phenotypes. - Wang Liu-Wei; Senay Kafkas; Jun Chen 021; Nicholas J. Dimonaco; Jesper Tegnér; Robert Hoehndorf (Bioinform., 2021)

VisualGPT: Data-efficient Image Captioning by Balancing Visual Input and Linguistic Knowledge from Pretraining. - Jun Chen 021; Han Guo; Kai Yi; Boyang Li 001; Mohamed Elhoseiny (CoRR, 2021)

RelTransformer: Balancing the Visual Relationship Detection from Local Context, Scene and Memory. - Jun Chen 021; Aniket Agarwal; Sherif Abdelkarim; Deyao Zhu; Mohamed Elhoseiny (CoRR, 2021)

RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition. - Jun Chen 021; Aniket Agarwal; Sherif Abdelkarim; Deyao Zhu; Mohamed Elhoseiny (CVPR, 2022)

VisualGPT: Data-efficient Adaptation of Pretrained Language Models for Image Captioning. - Jun Chen 021; Han Guo; Kai Yi; Boyang Li 001; Mohamed Elhoseiny (CVPR, 2022)

3DRefTransformer: Fine-Grained Object Identification in Real-World Scenes Using Natural Language. - Ahmed Abdelreheem 002; Ujjwal Upadhyay; Ivan Skorokhodov; Rawan Al Yahya; Jun Chen 021; Mohamed Elhoseiny (WACV, 2022)

Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction. - Jun Chen 021; Ming Hu; Boyang Li 001; Mohamed Elhoseiny (CoRR, 2022)

MammalNet: A Large-Scale Video Benchmark for Mammal Recognition and Behavior Understanding. - Jun Chen 021; Ming Hu; Darren J. Coker; Michael L. Berumen; Blair R. Costelloe; Sara Beery; Anna Rohrbach; Mohamed Elhoseiny (CVPR, 2023)

Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation Only. - Jun Chen 021; Deyao Zhu; Guocheng Qian; Bernard Ghanem; Zhicheng Yan 001; Chenchen Zhu; Fanyi Xiao; Sean Chang Culatana; Mohamed Elhoseiny (ICCV, 2023)

Video ChatCaptioner: Towards Enriched Spatiotemporal Descriptions. - Jun Chen 021; Deyao Zhu; Kilichbek Haydarov; Xiang Li; Mohamed Elhoseiny (CoRR, 2023)

LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition. - Peng Xia 005; Di Xu; Lie Ju; Ming Hu; Jun Chen 021; Zongyuan Ge (CoRR, 2023)

Exploring Open-Vocabulary Semantic Segmentation without Human Labels. - Jun Chen 021; Deyao Zhu; Guocheng Qian; Bernard Ghanem; Zhicheng Yan 001; Chenchen Zhu; Fanyi Xiao; Mohamed Elhoseiny; Sean Chang Culatana (CoRR, 2023)

MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning. - Jun Chen 021; Deyao Zhu; Xiaoqian Shen; Xiang Li; Zechun Liu; Pengchuan Zhang; Raghuraman Krishnamoorthi; Vikas Chandra; Yunyang Xiong; Mohamed Elhoseiny (CoRR, 2023)

Towards Efficient Vision and Language Learning. - Jun Chen 021 (2023)

MEERKAT: Audio-Visual Large Language Model for Grounding in Space and Time. - Sanjoy Chowdhury; Sayan Nag; Subhrajyoti Dasgupta; Jun Chen 021; Mohamed Elhoseiny; Ruohan Gao; Dinesh Manocha (ECCV (64), 2024)

MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models. - Deyao Zhu; Jun Chen 021; Xiaoqian Shen; Xiang Li; Mohamed Elhoseiny (ICLR, 2024)

An Introduction to Vision-Language Modeling. - Florian Bordes; Richard Yuanzhe Pang; Anurag Ajay; Alexander C. Li; Adrien Bardes; Suzanne Petryk; Oscar Mañas; Zhiqiu Lin; Anas Mahmoud 002; Bargav Jayaraman; Mark Ibrahim; Melissa Hall; et al. (CoRR, 2024)

MiniGPT-Med: Large Language Model as a General Interface for Radiology Diagnosis. - Asma Alkhaldi; Raneem Alnajim; Layan Alabdullatef; Rawan Alyahya; Jun Chen 021; Deyao Zhu; Ahmed Alsinan; Mohamed Elhoseiny (CoRR, 2024)

LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding. - Xiaoqian Shen; Yunyang Xiong; Changsheng Zhao 002; Lemeng Wu; Jun Chen 021; Chenchen Zhu; Zechun Liu; Fanyi Xiao; Balakrishnan Varadarajan; Florian Bordes; Zhuang Liu; Hu Xu 001; et al. (CoRR, 2024)

ChatGPT Asks, BLIP-2 Answers: Automatic Questioning Towards Enriched Visual Descriptions. - Deyao Zhu; Jun Chen 021; Kilichbek Haydarov; Xiaoqian Shen; Wenxuan Zhang 001; Mohamed Elhoseiny (Trans. Mach. Learn. Res., 2024)

Local Masked Reconstruction for Efficient Self-Supervised Learning on High-Resolution Images. - Jun Chen 021; Faizan Farooq Khan; Ming Hu; Ammar Sherif; Zongyuan Ge; Boyang Li 001; Mohamed Elhoseiny (WACV, 2025)

VR-RAG: Open-vocabulary Species Recognition with RAG-Assisted Large Multi-Modal Models. - Faizan Farooq Khan; Jun Chen 021; Youssef Mohamed; Chun-Mei Feng; Mohamed Elhoseiny (CoRR, 2025)

Diffusion-Based Imaginative Coordination for Bimanual Manipulation. - Huilin Xu; Jian Ding; Jiakun Xu; Ruixiang Wang; Jun Chen 021; Jinjie Mai; Yanwei Fu 001; Bernard Ghanem; Feng Xu 001; Mohamed Elhoseiny (CoRR, 2025)