Semantic Concept Annotation of Consumer Videos at Frame-Level Using Audio. - Junwei Liang 001; Qin Jin; Xixi He; Gang Yang 001; Jieping Xu; Xirong Li 001 (PCM, 2014)

RUC-Tencent at ImageCLEF 2015: Concept Detection, Localization and Sentence Generation. - Xirong Li 001; Qin Jin; Shuai Liao; Junwei Liang 001; Xixi He; Yujia Huo; Weiyu Lan; Bin Xiao; Yanxiong Lu; Jieping Xu (CLEF (Working Notes), 2015)

Detecting semantic concepts in consumer videos using audio. - Junwei Liang 001; Qin Jin; Xixi He; Gang Yang 001; Jieping Xu; Xirong Li 001 (ICASSP, 2015)

Semantic Concept Annotation For User Generated Videos Using Soundtracks. - Qin Jin; Junwei Liang 001; Xixi He; Gang Yang 001; Jieping Xu; Xirong Li 001 (ICMR, 2015)

Learning to Detect Concepts from Webly-Labeled Video Data. - Junwei Liang 001; Lu Jiang 004; Deyu Meng; Alexander G. Hauptmann (IJCAI, 2016)

Generating Natural Video Descriptions via Multimodal Processing. - Qin Jin; Junwei Liang 001; Xiaozhu Lin (INTERSPEECH, 2016)

Video Description Generation using Audio and Visual Cues. - Qin Jin; Junwei Liang 001 (ICMR, 2016)

Informedia @ TRECVID 2016. - Junwei Liang 001; Jia Chen 001; Poyao Huang 001; Xuanchong Li; Lu Jiang 004; Zhenzhong Lan; Pingbo Pan; Hehe Fan; Qin Jin; Jiande Sun 001; Yang Chen; Yi Yang 001; et al. (TRECVID, 2016)

Exploiting Multi-modal Curriculum in Noisy Web Data for Large-scale Concept Learning. - Junwei Liang 001; Lu Jiang 004; Deyu Meng; Alexander G. Hauptmann (CoRR, 2016)

An Event Reconstruction Tool for Conflict Monitoring Using Social Media. - Junwei Liang 001; Desai Fan; Han Lu; Poyao Huang 001; Jia Chen 001; Lu Jiang 004; Alexander G. Hauptmann (AAAI, 2017)

Webly-Supervised Learning of Multimodal Video Detectors. - Junwei Liang 001; Lu Jiang 004; Alexander G. Hauptmann (AAAI, 2017)

Synchronization for multi-perspective videos in the wild. - Junwei Liang 001; Poyao Huang 001; Jia Chen 001; Alexander G. Hauptmann (ICASSP, 2017)

Temporal localization of audio events for conflict monitoring in social media. - Junwei Liang 001; Lu Jiang 004; Alexander G. Hauptmann (ICASSP, 2017)

Leveraging Multi-modal Prior Knowledge for Large-scale Concept Learning in Noisy Web Data. - Junwei Liang 001; Lu Jiang 004; Deyu Meng; Alexander G. Hauptmann (ICMR, 2017)

Informedia @ TRECVID 2017. - Jia Chen 001; Junwei Liang 001; Jiang Liu 011; Shizhe Chen; Chenqiang Gao; Qin Jin; Alexander G. Hauptmann (TRECVID, 2017)

MemexQA: Visual Memex Question Answering. - Lu Jiang 004; Junwei Liang 001; Liangliang Cao; Yannis Kalantidis; Sachin Farfade; Alexander G. Hauptmann (CoRR, 2017)

Focal Visual-Text Attention for Visual Question Answering. - Junwei Liang 001; Lu Jiang 004; Liangliang Cao; Li-Jia Li 001; Alexander G. Hauptmann (CVPR, 2018)

Multimodal Filtering of Social Media for Temporal Monitoring and Event Analysis. - Po-Yao Huang 001; Junwei Liang 001; Jean-Baptiste Lamare; Alexander G. Hauptmann (ICMR, 2018)

Informedia @ TRECVID 2018: Ad-hoc Video Search, Video to Text Description, Activities in Extended video. - Jia Chen 001; Shizhe Chen; Qin Jin; Alexander G. Hauptmann; Po-Yao Huang 001; Junwei Liang 001; Vaibhav; Xiaojun Chang; Jiang Liu 011; Ting-Yao Hu; Wenhe Liu; Wei Ke; et al. (TRECVID, 2018)

Multimodal Co-Training for Selecting Good Examples from Webly Labeled Video. - Ryota Hinami; Junwei Liang 001; Shin'ichi Satoh 001; Alexander G. Hauptmann (CoRR, 2018)

Shooter Localization Using Videos in the Wild. - Junwei Liang 001; Jay D. Aronson; Alexander G. Hauptmann (CBMI, 2019)

Peeking Into the Future: Predicting Future Person Activities and Locations in Videos. - Junwei Liang 001; Lu Jiang 004; Juan Carlos Niebles; Alexander G. Hauptmann; Li Fei-Fei 001 (CVPR, 2019)

Shooter Localization Using Social Media Videos. - Junwei Liang 001; Jay D. Aronson; Alexander G. Hauptmann (ACM Multimedia, 2019)

MMVG-INF-Etrol@TRECVID 2019: Activities in Extended Video. - Xiaojun Chang; Wenhe Liu; Po-Yao Huang 001; Changlin Li; Fengda Zhu; Mingfei Han 002; Mingjie Li 006; Mengyuan Ma; Siyi Hu; Guoliang Kang; Junwei Liang 001; Liangke Gui; et al. (TRECVID, 2019)

Minding the Gaps in a Video Action Analysis Pipeline. - Jia Chen 001; Jiang Liu 011; Junwei Liang 001; Ting-Yao Hu; Wei Ke; Wayner Barrios; Dong Huang 007; Alexander G. Hauptmann (WACV Workshops, 2019)

Technical Report of the DAISY System - Shooter Localization, Models, Interface, and Beyond. - Junwei Liang 001; Jay D. Aronson; Alexander G. Hauptmann (CoRR, 2019)

Focal Visual-Text Attention for Memex Question Answering. - Junwei Liang 001; Lu Jiang 004; Liangliang Cao; Yannis Kalantidis; Li-Jia Li 001; Alexander G. Hauptmann (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction. - Junwei Liang 001; Lu Jiang 004; Kevin P. Murphy; Ting Yu 003; Alexander G. Hauptmann (CVPR, 2020)

SimAug: Learning Robust Representations from Simulation for Trajectory Prediction. - Junwei Liang 001; Lu Jiang 004; Alexander G. Hauptmann (ECCV (13), 2020)

Argus: Efficient Activity Detection System for Extended Video Analysis. - Wenhe Liu; Guoliang Kang; Po-Yao Huang 001; Xiaojun Chang; Lijun Yu; Yijun Qian; Junwei Liang 001; Liangke Gui; Jing Wen; Peng Chen; Alexander G. Hauptmann (WACV Workshops, 2020)

SimAug: Learning Robust Representations from 3D Simulation for Pedestrian Trajectory Prediction in Unseen Cameras. - Junwei Liang 001; Lu Jiang 004; Alexander G. Hauptmann (CoRR, 2020)

Joint Analysis and Prediction of Human Actions and Paths in Video. - Junwei Liang 001 (CoRR, 2020)

Spatial-Temporal Alignment Network for Action Recognition and Detection. - Junwei Liang 001; Liangliang Cao; Xuehan Xiong; Ting Yu 003; Alexander G. Hauptmann (CoRR, 2020)

Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity Relations. - Xiaoyu Zhu; Jeffrey Chen; Xiangrui Zeng; Junwei Liang 001; Chengqi Li; Sinuo Liu; Sima Behpour; Min Xu 009 (ICCV, 2021)

MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial Videos. - Xiaoyu Zhu; Junwei Liang 001; Alexander G. Hauptmann (WACV, 2021)

Stargazer: A Transformer-based Driver Action Detection System for Intelligent Transportation. - Junwei Liang 001; He Zhu; Enwei Zhang; Jun Zhang 018 (CVPR Workshops, 2022)

SoccerNet 2022 Challenges Results. - Silvio Giancola; Anthony Cioppa; Adrien Deliège; Floriane Magera; Vladimir Somers; Le Kang; Xin Zhou 024; Olivier Barnich; Christophe De Vleeschouwer; Alexandre Alahi; Bernard Ghanem; Marc Van Droogenbroeck; et al. (MMSports@MM, 2022)

A Transformer-based System for Action Spotting in Soccer Videos. - He Zhu; Junwei Liang 001; Chengzhi Lin; Jun Zhang 018; Jianming Hu (MMSports@MM, 2022)

Multi-dataset Training of Transformers for Robust Action Recognition. - Junwei Liang 001; Enwei Zhang; Jun Zhang 018; Chunhua Shen (NeurIPS, 2022)

Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval. - Chengzhi Lin; Ancong Wu; Junwei Liang 001; Jun Zhang 018; Wenhang Ge; Wei-Shi Zheng 001; Chunhua Shen (NeurIPS, 2022)

From Recognition to Prediction: Analysis of Human Action and Trajectory Prediction in Video - Junwei Liang 001 (2022)

STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition. - Xiaoyu Zhu; Po-Yao Huang 001; Junwei Liang 001; Celso M. de Melo; Alexander G. Hauptmann (CVPR, 2023)

Spatial-Temporal Alignment Network for Action Recognition. - Jinhui Ye; Junwei Liang 001 (CoRR, 2023)

TFNet: Exploiting Temporal Cues for Fast and Accurate LiDAR Semantic Segmentation. - Rong Li; Shijie Li 006; Xieyuanli Chen; Teli Ma; Wang Hao; Juergen Gall; Junwei Liang 001 (CoRR, 2023)

PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting. - Zeying Gong; Yujin Tang; Junwei Liang 001 (CoRR, 2023)

PostRainBench: A comprehensive benchmark and a new model for precipitation forecasting. - Yujin Tang; Jiaming Zhou; Xiang Pan; Zeying Gong; Junwei Liang 001 (CoRR, 2023)

AdaFocus: Towards End-to-end Weakly Supervised Learning for Long-Video Action Understanding. - Jiaming Zhou; Hanjun Li 002; Kun-Yu Lin; Junwei Liang 001 (CoRR, 2023)

GeoDeformer: Geometric Deformable Transformer for Action Recognition. - Jinhui Ye; Jiaming Zhou; Hui Xiong; Junwei Liang 001 (CoRR, 2023)

FinTextQA: A Dataset for Long-form Financial Question Answering. - Jian Chen 047; Peilin Zhou; Yining Hua; Loh Xin; Kehui Chen; Ziyuan Li; Bing Zhu; Junwei Liang 001 (ACL (1), 2024)

Contrastive Imitation Learning for Language-guided Multi-Task Robotic Manipulation. - Teli Ma; Jiaming Zhou; Zifan Wang; Ronghe Qiu; Junwei Liang 001 (CoRL, 2024)

TFNet: Exploiting Temporal Cues for Fast and Accurate LiDAR Semantic Segmentation. - Rong Li; Shijie Li 006; Xieyuanli Chen; Teli Ma; Juergen Gall; Junwei Liang 001 (CVPR Workshops, 2024)

VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting. - Yujin Tang; Peijie Dong; Zhenheng Tang; Xiaowen Chu 001; Junwei Liang 001 (CVPR Workshops, 2024)

Prioritized Semantic Learning for Zero-Shot Instance Navigation. - Xinyu Sun; Lizhao Liu; Hongyan Zhi; Ronghe Qiu; Junwei Liang 001 (ECCV (12), 2024)

Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models. - Xiaoyu Zhu; Hao Zhou 014; Pengfei Xing; Long Zhao 003; Hao Xu; Junwei Liang 001; Alexander Hauptmann 001; Ting Liu 005; Andrew C. Gallagher (ECCV (29), 2024)

DragTraffic: Interactive and Controllable Traffic Scene Generation for Autonomous Driving. - Sheng Wang 017; Ge Sun; Fulong Ma; Tianshuai Hu; Qiang Qin; Yongkang Song; Lei Zhu; Junwei Liang 001 (IROS, 2024)

An Examination of the Compositionality of Large Generative Vision-Language Models. - Teli Ma; Rong Li; Junwei Liang 001 (NAACL-HLT, 2024)

Improving Gloss-free Sign Language Translation by Reducing Representation Density. - Jinhui Ye; Xing Wang 007; Wenxiang Jiao; Junwei Liang 001; Hui Xiong (NeurIPS, 2024)

ActionHub: A Large-scale Action Video Description Dataset for Zero-shot Action Recognition. - Jiaming Zhou; Junwei Liang 001; Kun-Yu Lin; Jinrui Yang; Wei-Shi Zheng 001 (CoRR, 2024)

Prioritized Semantic Learning for Zero-shot Instance Navigation. - Xander Sun; Louis Lau; Hoyard Zhi; Ronghe Qiu; Junwei Liang 001 (CoRR, 2024)

Adversarially Masked Video Consistency for Unsupervised Domain Adaptation. - Xiaoyu Zhu; Junwei Liang 001; Po-Yao Huang 001; Alex Hauptmann 001 (CoRR, 2024)

FinTextQA: A Dataset for Long-form Financial Question Answering. - Jian Chen 047; Peilin Zhou; Yining Hua; Yingxin Loh; Kehui Chen; Ziyuan Li; Bing Zhu; Junwei Liang 001 (CoRR, 2024)

Vision-Language Models Meet Meteorology: Developing Models for Extreme Weather Events Detection with Heatmaps. - Jian Chen 047; Peilin Zhou; Yining Hua; Dading Chong; Meng Cao 002; Yaowei Li; Zixuan Yuan; Bing Zhu; Junwei Liang 001 (CoRR, 2024)

Open-vocabulary Mobile Manipulation in Unseen Dynamic Environments with 3D Semantic Maps. - Dicong Qiu; Wenzong Ma; Zhenfu Pan; Hui Xiong; Junwei Liang 001 (CoRR, 2024)

From Cognition to Precognition: A Future-Aware Framework for Social Navigation. - Zeying Gong; Tianshuai Hu; Ronghe Qiu; Junwei Liang 001 (CoRR, 2024)

Efficient Training of Large Vision Models via Advanced Automated Progressive Learning. - Changlin Li; Jiawei Zhang; Sihao Lin; Zongxin Yang; Junwei Liang 001; Xiaodan Liang; Xiaojun Chang (CoRR, 2024)

GLOVER: Generalizable Open-Vocabulary Affordance Reasoning for Task-Oriented Grasping. - Teli Ma; Zifan Wang; Jiaming Zhou; Mengmeng Wang; Junwei Liang 001 (CoRR, 2024)

LHPF: Look back the History and Plan for the Future in Autonomous Driving. - Sheng Wang 017; Yao Tian; Xiaodong Mei 001; Ge Sun; Jie Cheng 008; Fulong Ma; Pedro V. Sander; Junwei Liang 001 (CoRR, 2024)

GaussianProperty: Integrating Physical Properties to 3D Gaussians with LMMs. - Xinli Xu; Wenhang Ge; Dicong Qiu; ZhiFei Chen; Dongyu Yan; Zhuoyun Liu; Haoyu Zhao; HanFeng Zhao; Shunsi Zhang; Junwei Liang 001; Ying-Cong Chen (CoRR, 2024)

SeeGround: See and Ground for Zero-Shot Open-Vocabulary 3D Visual Grounding. - Rong Li; Shijie Li 006; Lingdong Kong; Xulei Yang; Junwei Liang 001 (CVPR, 2025)

Mitigating the Human-Robot Domain Discrepancy in Visual Pre-training for Robotic Manipulation. - Jiaming Zhou; Teli Ma; Kun-Yu Lin; Zifan Wang; Ronghe Qiu; Junwei Liang 001 (CVPR, 2025)

GLOVER++: Unleashing the Potential of Affordance Learning from Human Behaviors for Robotic Manipulation. - Teli Ma; Jia Zheng; Zifan Wang; Ziyao Gao; Jiaming Zhou; Junwei Liang 001 (CoRR, 2025)

Exploring the Limits of Vision-Language-Action Manipulations in Cross-task Generalization. - Jiaming Zhou; Ke Ye; Jiayi Liu; Teli Ma; Zifan Wang; Ronghe Qiu; Kun-Yu Lin; Zhilin Zhao 001; Junwei Liang 001 (CoRR, 2025)

SD-OVON: A Semantics-aware Dataset and Benchmark Generation Pipeline for Open-Vocabulary Object Navigation in Dynamic Scenes. - Dicong Qiu; Jiadi You; Zeying Gong; Ronghe Qiu; Hui Xiong; Junwei Liang 001 (CoRR, 2025)

Omni-Perception: Omnidirectional Collision Avoidance for Legged Locomotion in Dynamic Environments. - Zifan Wang; Teli Ma; Yufei Jia; Xun Yang; Jiaming Zhou; Wenlong Ouyang; Qiang Zhang; Junwei Liang 001 (CoRR, 2025)

Zero-Shot 3D Visual Grounding from Vision-Language Models. - Rong Li; Shijie Li 006; Lingdong Kong; Xulei Yang; Junwei Liang 001 (CoRR, 2025)

Stairway to Success: Zero-Shot Floor-Aware Object-Goal Navigation via LLM-Driven Coarse-to-Fine Exploration. - Zeying Gong; Rong Li; Tianshuai Hu; Ronghe Qiu; Lingdong Kong; Lingfeng Zhang; Yiyi Ding; Leying Zhang; Junwei Liang 001 (CoRR, 2025)

End-to-End Humanoid Robot Safe and Comfortable Locomotion Policy. - Zifan Wang; Xun Yang; Jianzhuang Zhao; Jiaming Zhou; Teli Ma; Ziyao Gao; Arash Ajoudani; Junwei Liang 001 (CoRR, 2025)