Publications (46)
Lane Change Intention Recognition and Vehicle Status Prediction for Autonomous Vehicles
Renteng Yuan, Mohamed Abdel-Aty, Xin Gu +2
OmniSTVG: Toward Spatio-Temporal Omni-Object Video Grounding
Jiali Yao, Xinran Deng, Xin Gu +6
Composition for Pufferfish Privacy
Jiamu Bai, Guanlin He, Xin Gu +2
Knowing Your Target: Target-Aware Transformer Makes Better Spatio-Temporal Video Grounding
Xin Gu, Yaojie Shen, Chenxi Luo +5
Text with Knowledge Graph Augmented Transformer for Video Captioning
Xin Gu, Guang Chen, Yufei Wang +3
Structured Context Learning for Generic Event Boundary Detection
Xin Gu, Congcong Li, Xinyao Wang +5
Thinking With Bounding Boxes: Enhancing Spatio-Temporal Video Grounding via Reinforcement Fine-Tuning
Xin Gu, Haoji Zhang, Qihang Fan +7
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing
Ming Li, Xin Gu, Fan Chen +4
Generalized Scattering Matrix Framework for Modeling Implantable Antennas in Multilayered Spherical Media
Chenbo Shi, Xin Gu, Shichen Liang +1
Dual-Stream Transformer for Generic Event Boundary Captioning
Xin Gu, Hanhua Ye, Guang Chen +3
GeoSense: Internalizing Geometric Necessity Perception for Multimodal Reasoning
Ruiheng Liu, Haihong Hao, Mingfei Han +4
Generalized Scattering Matrix of Antenna: Moment Solution, Compression Storage and Application
Chenbo Shi, Jin Pan, Xin Gu +2
Multi-Reward as Condition for Instruction-based Image Editing
Xin Gu, Ming Li, Libo Zhang +4
Correlating Cross-Iteration Noise for DP-SGD using Model Curvature
Xin Gu, Yingtai Xiao, Guanlin He +3
Generalized Scattering Matrix Synthesis: Independent Region Decomposition for Hybrid Antenna--Scatterer Systems
Chenbo Shi, Shichen Liang, Jin Pan +2
Vidi: Large Multimodal Models for Video Understanding and Editing
Vidi Team, Celong Liu, Chia-Wen Kuo +20
Video-Music Retrieval:A Dual-Path Cross-Modal Network
Xin Gu, Yinghua Shen, Chaohui Lv
Accurate and Scalable Matrix Mechanisms via Divide and Conquer
Guanlin He, Yingtai Xiao, Jiamu Bai +4
Polaritonic coherent perfect absorption based on strong critical coupling between quasi-bound state in the continuum and exciton
Xin Gu, Xing Liu, Xiaofei Yan +4
Towards Long-Form Spatio-Temporal Video Grounding
Xin Gu, Bing Fan, Jiali Yao +5
Fast and Rigorous Modeling of Antenna--Medium Interactions Above Planar Stratified Media via the Generalized Scattering Matrix
Chenbo Shi, Shichen Liang, Xin Gu +1
Local Compressed Video Stream Learning for Generic Event Boundary Detection
Libo Zhang, Xin Gu, Congcong Li +2
Explainable and Optimally Configured Artificial Neural Networks for Attack Detection in Smart Homes
Shaleeza Sohail, Zongwen Fan, Xin Gu +1
Time-Reversal Characteristic Modes of Lossy Reciprocal Structures
Chenbo Shi, Jin Pan, Xin Gu +2
VlogReward: Learning Multi-Dimensional Evaluation for Vlog Editing
Yexiang Liu, Wen Zhong, Sijie Zhu +6
Edit3K: Universal Representation Learning for Video Editing Components
Xin Gu, Libo Zhang, Fan Chen +4
Context-Guided Spatio-Temporal Video Grounding
Xin Gu, Heng Fan, Yan Huang +2
Spatial Disparities in Fire Shelter Accessibility: Capacity Challenges in the Palisades and Eaton Fires
Su Yeon Han, Yubin Lee, Jooyoung Yoo +6
Choosing Public Datasets for Private Machine Learning via Gradient Subspace Distance
Xin Gu, Gautam Kamath, Zhiwei Steven Wu
Synthesis Method for Obtaining Characteristic Modes of Multi-Structure Systems via independent Structure T-Matrix
Chenbo Shi, Xin Gu, Shichen Liang +2
Hybrid Method of Moments and Generalized Scattering Matrix: Applications to Antennas in Radomes, Reflectors, and Implantable Media
Chenbo Shi, Shichen Liang, Xin Gu +2
Robust Flat Magnetoresistivity in D0-FeGa Driven by Chiral Anomaly
Ruoqi Wang, Xinyang Li, Bo Zhao +11
Exploring differences in injury severity between occupant groups involved in fatal rear-end crashes: A correlated random parameter logit model with mean heterogeneity
Renteng Yuan, Xin Gu, Zhipeng Peng +1
Cocoon: A System Architecture for Differentially Private Training with Correlated Noises
Donghwan Kim, Xin Gu, Jinho Baek +6
Computation of Characteristic Mode for Regional Structure of Interconnected Metal Bodies
Chenbo Shi, Jin Pan, Xin Gu +2
Robust Ego-Exo Correspondence with Long-Term Memory
Yijun Hu, Bing Fan, Xin Gu +4
Vidi2.5: Large Multimodal Models for Video Understanding and Creation
Vidi Team, Chia-Wen Kuo, Chuang Huang +31
SeaVIS: Sound-Enhanced Association for Online Audio-Visual Instance Segmentation
Yingjian Zhu, Ying Wang, Yuyang Hong +5
Optical frequency combs significantly spanned to broad bandwidths by an optomechanical resonance
Xin Gu, Jinlian Zhang, Shulin Ding +3
Investigating the spatial heterogeneity of factors influencing speeding-related crash severities using correlated random parameter order models with heterogeneity-in-means
Renteng Yuan, Qiaojun Xiang, Zhiheng Fang +1
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning
Haoji Zhang, Xin Gu, Jiawen Li +7
BFpack: Flexible Bayes Factor Testing of Scientific Theories in R
Joris Mulder, Xin Gu, Anton Olsson-Collentine +10
Zero-field Anomalous Hall Effect in Bulk Single Crystal Mn3Ir
Xin Gu, Ruoqi Wang, Bo Zhao +5
Duality family of KdV equation
Xin Gu, Yuan-Yuan Liu, Wen-Du Li +1
Scattering-Based Characteristic Mode Theory for Structures in Arbitrary Background: Computation, Benchmarks, and Applications
Chenbo Shi, Jin Pan, Xin Gu +2
Accurate and Fast Compressed Video Captioning
Yaojie Shen, Xin Gu, Kai Xu +3