Title
Intervene-All-Paths: Unified Mitigation of LVLM Hallucinations across Alignment Formats Jiaye Qian Ge Zheng Yuchen Zhu Sibei Yang MLLM 212 1 0 21 Nov 2025
Structurally Refined Graph Transformer for Multimodal Recommendation Ke Shi Yan Zhang Miao Zhang Lifan Chen Jiali Yi Kui Xiao Xiaoju Hou Zhifei Li OffRL 112 0 0 01 Nov 2025
A Re-node Self-training Approach for Deep Graph-based Semi-supervised Classification on Multi-view Image DataInformation Fusion (Inf. Fusion), 2025 Jingjun Bi Fadi Dornaika 64 0 0 27 Oct 2025
Why LVLMs Are More Prone to Hallucinations in Longer Responses: The Role of Context Ge Zheng Jiaye Qian Jiajin Tang Sibei Yang 94 2 0 23 Oct 2025
Augmenting Moment Retrieval: Zero-Dependency Two-Stage Learning Zhengxuan Wei Jiajin Tang Sibei Yang VLM 140 0 0 22 Oct 2025
Closed-Loop Transfer for Weakly-supervised Affordance Grounding Jiajin Tang Zhengxuan Wei Ge Zheng Sibei Yang 134 0 0 20 Oct 2025
B2N3D: Progressive Learning from Binary to N-ary Relationships for 3D Object Grounding Feng Xiao Hongbin Xu Hai Ci Wenxiong Kang 101 0 0 11 Oct 2025
Sim-DETR: Unlock DETR for Temporal Sentence Grounding Jiajin Tang Zhengxuan Wei Yuchen Zhu Cheng Shi Guanbin Li Guanbin Li Sibei Yang PINN 276 1 0 28 Sep 2025
Decoding the Surgical Scene: A Scoping Review of Scene Graphs in Surgery Angelo Henriques Korab Hoxha Daniel Zapp Peter Charbel Issa Nassir Navab M. A. Nasseri 76 0 0 25 Sep 2025
No More Sibling Rivalry: Debiasing Human-Object Interaction Detection Bin Yang Yulin Zhang Hong-Yu Zhou Sibei Yang 128 0 0 31 Aug 2025
The Application of Transformer-Based Models for Predicting Consequences of Cyber AttacksAnnual International Computer Software and Applications Conference (COMPSAC), 2025 Bipin Chhetri A. Namin 72 0 0 18 Aug 2025
Deep Learning For Point Cloud Denoising: A Survey Chengwei Zhang Xueyi Zhang Mingrui Lao Tao Jiang Xinhao Xu W. Li Fubo Zhang Longyong Chen 3DPC 140 1 0 16 Aug 2025
The Correspondence Between Bounded Graph Neural Networks and Fragments of First-Order Logic Bernardo Cuenca Grau Eva Feng Przemysław A. Wałęga AI4CE 222 2 0 12 May 2025
LOOPE: Learnable Optimal Patch Order in Positional Embeddings for Vision Transformers M. Chowdhury Md Rifat Ur Rahman Akil Ahmad Taki 186 0 0 19 Apr 2025
Context-Aware Semantic Segmentation: Enhancing Pixel-Level Understanding with Large Language Models for Advanced Vision Applications Ben Rahman VLM 245 4 0 25 Mar 2025
Quantum Complex-Valued Self-Attention Model Fu Chen Qinglin Zhao Li Feng Longfei Tang Yangbin Lin Haitao Huang MQ 277 2 0 24 Mar 2025
Learning Privacy from Visual EntitiesProceedings on Privacy Enhancing Technologies (PoPETs), 2025 Alessio Xompero Andrea Cavallaro SSL GNN 240 2 0 16 Mar 2025
A Split-Window Transformer for Multi-Model Sequence Spammer Detection using Multi-Model Variational Autoencoder Zhou Yang Yucai Pang Hongbo Yin Yunpeng Xiao ViT 274 0 0 23 Feb 2025
Cross-Model Transferability of Adversarial Patches in Real-time Segmentation for Autonomous Driving Prashant Shekhar Bidur Devkota Dumindu Samaraweera Laxima Niure Kandel Manoj Babu AAML 223 2 0 22 Feb 2025
Hybrid State-Space and GRU-based Graph Tokenization Mamba for Hyperspectral Image Classification Muhammad Ahmad Muhammad Hassaan Farooq Butt Muhammad Usama Manuel Mazzara Salvatore Distefano Adil Mehmood Khan Danfeng Hong 169 0 0 10 Feb 2025
KAA: Kolmogorov-Arnold Attention for Enhancing Attentive Graph Neural NetworksInternational Conference on Learning Representations (ICLR), 2025 Taoran Fang Tianhong Gao Chunping Wang Yihao Shang Wei Chow Lei Chen Yang Yang 535 4 0 23 Jan 2025
Towards Visual Grounding: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Linhui Xiao Xiaoshan Yang X. Lan Yaowei Wang Changsheng Xu ObjD 923 27 0 28 Dec 2024
Anticipatory Planning for Performant Long-Lived Robot in Large-Scale Home-Like EnvironmentsIEEE International Conference on Robotics and Automation (ICRA), 2024 Md Ridwan Hossain Talukder Raihan Islam Arnob Gregory J. Stein 310 2 0 19 Nov 2024
What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs Dongqi Fu Liri Fang Zihao Li Hanghang Tong Vetle I. Torvik Jingrui He 202 4 0 16 Oct 2024
Bridging Large Language Models and Graph Structure Learning Models for Robust Representation Learning Guangxin Su Yifan Zhu Wenjie Zhang Hanchen Wang Ying Zhang 334 3 0 15 Oct 2024
Graph Transformers: A Survey Ahsan Shehzad Xiwei Xu Shagufta Abid Ciyuan Peng Shuo Yu Dongyu Zhang Karin Verspoor AI4CE 374 36 0 13 Jul 2024
GCV-Turbo: End-to-end Acceleration of GNN-based Computer Vision Tasks on FPGAIEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2024 Bingyi Zhang Rajgopal Kannan Carl E. Busart Viktor Prasanna GNN ViT 131 1 0 10 Apr 2024
ViGEO: an Assessment of Vision GNNs in Earth Observation Luca Colomba Paolo Garza 114 1 0 15 Feb 2024
Learning by Watching: A Review of Video-based Learning Approaches for Robot ManipulationIEEE Access (IEEE Access), 2024 Chrisantus Eze Christopher Crick SSL 429 16 0 11 Feb 2024
Continual Learning on Graphs: A Survey Zonggui Tian Duanhao Zhang Hong-Ning Dai 305 13 0 09 Feb 2024
STRIDE: Structure and Embedding Distillation with Attention for Graph Neural Networks Anshul Ahluwalia Rohit Das Rohit Das Alind Khare Biswadeep Chakraborty Pan Li Alexey Tumanov 283 2 0 24 Oct 2023
EViT: An Eagle Vision Transformer with Bi-Fovea Self-AttentionIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2023 Yulong Shi Mingwei Sun Yongshuai Wang Hui Sun Zengqiang Chen 357 8 0 10 Oct 2023
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC DeploymentACM Transactions on Embedded Computing Systems (TECS), 2023 Mohanad Odema Halima Bouzidi Hamza Ouarnoughi Smail Niar M. A. Al Faruque 212 14 0 16 Jul 2023
Privacy-Preserving Graph Machine Learning from Data to Computation: A SurveySIGKDD Explorations (SIGKDD Explor.), 2023 Dongqi Fu Wenxuan Bao Ross Maciejewski Hanghang Tong Jingrui He 297 15 0 10 Jul 2023
Unsupervised Low Light Image Enhancement Using SNR-Aware Swin Transformer Zhijian Luo Jiahui Tang Yueen Hou Zihan Huang Yanzeng Gao ViT 223 2 0 03 Jun 2023
Graph Neural Network for spatiotemporal data: methods and applications Yun Li Dazhou Yu Zhenke Liu Minxing Zhang Xi Gong Bo Pan AI4TS AI4CE 206 22 0 30 May 2023
Asynchronous Events-based Panoptic Segmentation using Graph Mixer Neural Network Sanket Kachole Yusra Alkendi F. B. Naeini Dimitrios Makris Yahya Zweiri 141 6 0 05 May 2023
Learning to search for and detect objects in foveal images using deep learningIberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2023 Beatriz Paula Plinio Moreno ObjD 140 1 0 12 Apr 2023
Inductive biases in deep learning models for weather prediction Jannik Thümmel Matthias Karlbauer S. Otte C. Zarfl Georg Martius ... Thomas Scholten Ulrich Friedrich V. Wulfmeyer B. Goswami Martin Volker Butz AI4CE 259 8 0 06 Apr 2023
Graph Neural Networks in Vision-Language Image Understanding: A SurveyThe Visual Computer (TVC), 2023 Henry Senior Greg Slabaugh Shanxin Yuan Luca Rossi GNN 280 30 0 07 Mar 2023
A Survey on Spectral Graph Neural Networks Deyu Bo Xiao Wang Yang Liu Yuan Fang Yawen Li Chuan Shi 232 37 0 11 Feb 2023
Attending to Graph Transformers Luis Muller Mikhail Galkin Christopher Morris Ladislav Rampášek 345 119 0 08 Feb 2023
On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural NetworksInternational Conference on Information and Knowledge Management (CIKM), 2022 Jhony H. Giraldo Konstantinos Skianis T. Bouwmans Fragkiskos D. Malliaros 257 81 0 05 Dec 2022
The Path to Autonomous Learners Hanna Abi Akl 173 2 0 04 Nov 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain GeneralizationNeural Information Processing Systems (NeurIPS), 2022 Chaoqi Chen Luyao Tang Yifan Zhang Gangming Zhao Yue Huang Yizhou Yu 223 38 0 14 Oct 2022
A Unified and Biologically-Plausible Relational Graph Representation of Vision TransformersIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Yuzhong Chen Yu Du Zhe Xiao Lin Zhao Lu Zhang ... Dajiang Zhu Tuo Zhang Xiaoyan Cai Tianming Liu Xi Jiang ViT 183 6 0 20 May 2022
Motion-aware Dynamic Graph Neural Network for Video Compressive SensingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Ruiying Lu Ziheng Cheng Bo Chen Xin Yuan 263 9 0 01 Mar 2022
DeeperGCN: All You Need to Train Deeper GCNs Guohao Li Chenxin Xiong Ali K. Thabet Guohao Li GNN 550 483 0 13 Jun 2020
GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking with Multi-Feature LearningComputer Vision and Pattern Recognition (CVPR), 2020 Xinshuo Weng Yongxin Wang Yunze Man Kris Kitani 3DPC VOT 270 241 0 12 Jun 2020