PK
Piotr Koniusz
cs.CVcs.LGcs.AIcs.CLstat.MLcs.DBAcute aquatic toxicityBipartite graphcs.CRcs.CY
On Valency
published · living versionsW_4vx4pa2g·v1 · currentpublished
HotPOT: Operator Transformer with Heterogeneous Physics Experts for Large-Scale PDE Pre-training
with Jiayi Li, Guancheng Zhou, Yisi Luo, Ruihua Chen +3
1 version
Preprints & journals
94 papers in the corpus · 2014–2026LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering2608.28281v2 · Yi Wang, Haopeng Zhang, Chengxiang Huang et al.2026 · 0 citationsarXiv
Beyond Attack Success Rate: Examining Trigger Leakage in Vision-Language Agentic Systems2606.12586v1 · Jiamin Chang, Salil Kanhere, Piotr Koniusz et al.2026 · 0 citationsarXiv
FadeMem: Distance-Aware Memory Consolidation for Autoregressive Video Diffusion2606.10671v2 · Yu Lu, Junjie Yang, Piotr Koniusz et al.2026 · 0 citationsarXiv
Uncertainty-DTW for Sequences and Visual Tokens2605.25110v1 · Lei Wang, Syuan-Hao Li, Yongsheng Gao et al.2026 · 0 citationsarXiv
ICED: Concept-level Machine Unlearning via Interpretable Concept Decomposition2605.14309v2 · Shen Lin, Jing Lin, Junhao Dong et al.2026 · 0 citationsarXiv
Possibilistic Predictive Uncertainty for Deep Learning2605.00600v3 · Yao Ni, Jeremie Houssineau, Yew-Soon Ong et al.2026 · 0 citationsarXiv
Hierarchically Robust Zero-shot Vision-language Models2604.18867v1 · Junhao Dong, Yifei Zhang, Hao Zhu et al.2026 · 0 citationsarXiv
Subspace Kernel Learning on Tensor Sequences2603.19546v1 · Lei Wang, Xi Ding, Yongsheng Gao et al.2026 · 0 citationsarXiv
MMT-ARD: Multimodal Multi-Teacher Adversarial Distillation for Robust Vision-Language Models2511.17448v1 · Yuqi Li, Junhao Dong, Chuanguang Yang et al.2025 · 0 citationsarXiv
Learning Time in Static Classifiers2511.12321v1 · Xi Ding, Lei Wang, Piotr Koniusz et al.2025 · 0 citationsarXiv
Amortized Active Generation of Pareto Sets2510.21052v3 · Daniel M. Steinberg, Asiri Wijesinghe, Rafael Oliveira et al.2025 · 0 citationsarXiv
Graph Your Own Prompt2509.23373v3 · Xi Ding, Lei Wang, Piotr Koniusz et al.2025 · 0 citationsarXiv
Feature Hallucination for Self-supervised Action Recognition2506.20342v1 · Lei Wang, Piotr Koniusz2025 · 7 citationsarXiv
Noise Consistency Regularization for Improved Subject-Driven Image Synthesis2506.06483v1 · Yao Ni, Song Wen, Piotr Koniusz et al.2025 · 1 citationarXiv
Math Blind: Failures in Diagram Understanding Undermine Reasoning in MLLMs2503.20745v2 · Yanpeng Sun, Shan Zhang, Wei Tang et al.2025 · 1 citationarXiv
Graph Self-Supervised Learning with Learnable Structural and Positional Encodings2502.16233v1 · Asiri Wijesinghe, Hao Zhu, Piotr Koniusz2025 · 1 citationarXiv
When Spatial meets Temporal in Action Recognition2411.15284v1 · Huilin Chen, Lei Wang, Yifan Chen et al.2024 · 0 citationsarXiv
Inductive Graph Few-shot Class Incremental Learning2411.06634v1 · Yayong Li, Peyman Moghadam, Can Peng et al.2024 · 7 citationsarXiv
Less is More: Extreme Gradient Boost Rank-1 Adaption for Efficient Finetuning of LLMs2410.19694v1 · Yifei Zhang, Hao Zhu, Aiwei Liu et al.2024 · 0 citationsarXiv
Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion2410.01506v4 · Dexuan Ding, Lei Wang, Liyun Zhu et al.2024 · 2 citationsarXiv
OpenKD: Opening Prompt Diversity for Zero- and Few-shot Keypoint Detection2409.19899v1 · Changsheng Lu, Zheyuan Liu, Piotr Koniusz2024 · 5 citationsarXiv
PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization2409.17137v5 · Yao Ni, Shan Zhang, Piotr Koniusz2024 · 3 citationsarXiv
Point-PNG: Conditional Pseudo-Negatives Generation for Point Cloud Pre-Training2409.15832v3 · Sutharsan Mahendren, Saimunur Rahman, Piotr Koniusz et al.2024 · 1 citationarXiv
Motion meets Attention: Video Motion Prompts2407.03179v2 · Qixiang Chen, Lei Wang, Piotr Koniusz et al.2024 · 2 citationsarXiv
Graph neural networks-enhanced relation prediction for ecotoxicology (GRAPE).38703678 · Anand, Gaurangi, Koniusz, Piotr, Kumar, Anupama et al.2024 · 15 citationsJournal of hazardous materials. 2024;472:134456
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization2404.00521v6 · Yao Ni, Piotr Koniusz2024 · 1 citationarXiv
Learning Gaussian Representation for Eye Fixation Prediction2403.14821v1 · Peipei Song, Jing Zhang, Piotr Koniusz et al.2024 · 0 citationsarXiv
Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment2402.04599v2 · Lei Wang, Jun Liu, Liang Zheng et al.2024 · 11 citationsarXiv
Few-shot Shape Recognition by Learning Deep Shape-aware Features2312.01315v1 · Wenlong Shi, Changsheng Lu, Ming Shao et al.2023 · 4 citationsarXiv
Pre-training with Random Orthogonal Projection Image Modeling2310.18737v2 · Maryam Haghighat, Peyman Moghadam, Shaheer Mohamed et al.2023 · 3 citationsarXiv
Understanding and Mitigating Hyperbolic Dimensional Collapse in Graph Contrastive Learning2310.18209v2 · Yifei Zhang, Hao Zhu, Menglin Yang et al.2023 · 8 citationsarXiv
Flow Dynamics Correction for Action Recognition2310.10059v2 · Lei Wang, Piotr Koniusz2023 · 12 citationsarXiv
Adaptive Multi-head Contrastive Learning2310.05615v3 · Lei Wang, Piotr Koniusz, Tom Gedeon et al.2023 · 8 citationsarXiv
Exploiting Field Dependencies for Learning on Categorical Data.37486846 · Li, Zhibin, Koniusz, Piotr, Zhang, Lu et al.2023 · 5 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(11):13509-13522
Multivariate Prototype Representation for Domain-Generalized Incremental Learning2309.13563v1 · Can Peng, Piotr Koniusz, Kaiyu Guo et al.2023 · 3 citationsarXiv
Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation2307.03407v1 · Dahyun Kang, Piotr Koniusz, Minsu Cho et al.2023 · 40 citationsCVPR 2023
Traffic Forecasting on New Roads Using Spatial Contrastive Pre-Training (SCPT)2305.05237v4 · Arian Prabowo, Hao Xue, Wei Shao et al.2023 · 14 citationsarXiv
Message Passing Neural Networks for Traffic Forecasting2305.05740v1 · Arian Prabowo, Hao Xue, Wei Shao et al.2023 · 2 citationsarXiv
Learning Partial Correlation based Deep Visual Representation for Image Classification2304.11597v2 · Saimunur Rahman, Piotr Koniusz, Lei Wang et al.2023 · 16 citationsarXiv
Transductive Few-shot Learning with Prototype-based Label Propagation by Iterative Graph Refinement2304.11598v1 · Hao Zhu, Piotr Koniusz2023 · 84 citationsarXiv
From Saliency to DINO: Saliency-guided Vision Transformer for Few-shot Keypoint Detection2304.03140v1 · Changsheng Lu, Hao Zhu, Piotr Koniusz2023 · 5 citationsarXiv
3Mformer: Multi-order Multi-mode Transformer for Skeletal Action Recognition2303.14474v1 · Lei Wang, Piotr Koniusz2023 · 92 citationsCVPR 2023
Because Every Sensor Is Unique, so Is Every Pair: Handling Dynamicity in Traffic Forecasting2302.09956v2 · Arian Prabowo, Wei Shao, Hao Xue et al.2023 · 12 citationsIoTDI 2023
Event-guided Multi-patch Network with Self-supervision for Non-uniform Motion Deblurring2302.07689v1 · Hongguang Zhang, Limeng Zhang, Yuchao Dai et al.2023 · 22 citationsarXiv
Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching.35816536 · Shi, Yujiao, Yu, Xin, Liu, Liu et al.2023 · 54 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(3):2682-2697
Spectral Feature Augmentation for Graph Contrastive Learning and Beyond2212.01026v1 · Yifei Zhang, Hao Zhu, Zixing Song et al.2022 · 87 citationsarXiv
Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action Recognition2210.16820v1 · Lei Wang, Piotr Koniusz2022 · 37 citationsarXiv
Time-rEversed diffusioN tEnsor Transformer: A new TENET of Few-Shot Object Detection2210.16897v1 · Shan Zhang, Naila Murray, Lei Wang et al.2022 · 30 citationsarXiv
Uncertainty-DTW for Time Series and Sequences2211.00005v1 · Lei Wang, Piotr Koniusz2022 · 59 citationsarXiv
COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning2206.04726v2 · Yifei Zhang, Hao Zhu, Zixing Song et al.2022 · 116 citationsarXiv
Career total: 157 works. 94 are in this corpus.Showing the 50 most recent.
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