Piotr Koniusz

31 papers at tracked venues · 26 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6340-5289 ↗Homepage ↗

Venues

NeurIPS ×7 CVPR ×6 AAAI ×3 ECCV ×3 SIGKDD ×3 ICLR ×2 ICML ×2 WWW ×2 AISTATS ×1 ICCV ×1 WSDM ×1

Frequent coauthors

Junhao Dong

×10

Hao Zhu

×9

Yew-Soon Ong

×8

Yifei Zhang

×7

Lei Wang

×5

Xinghua Qu

×5

Yao Ni

×4

Shan Zhang

×3

Junxi Chen

×3

Xi Ding

×2

Yongsheng Gao

×2

Daniel M. Steinberg

×2

Papers

Feature Hallucination for Self-supervised Action Recognition (Abstract Reprint)
AAAI 2026 ·
Lei Wang
, Piotr Koniusz
Learning Time in Static Classifiers
AAAI 2026 ·
Xi Ding
,
Lei Wang
, Piotr Koniusz,
Yongsheng Gao
Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diego, CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December 5, 2025
NeurIPS 2025 ·
Danielle Belgrave
,
Cheng Zhang
,
Laura N. Montoya
,
Hsuan-Tien Lin
,
Razvan Pascanu
, Piotr Koniusz,
Marzyeh Ghassemi
,
Nancy Chen
,
Iván Vladimir Meza Ruíz
,
Arturo Loaiza-Bonilla
Amortized Active Generation of Pareto Sets
NeurIPS 2025 ·
Daniel M. Steinberg
,
Asiri Wijesinghe
,
Rafael Oliveira
, Piotr Koniusz,
Cheng Soon Ong
,
Edwin V. Bonilla
BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning
CVPR 2025 ·
Hao Zhu
,
Yifei Zhang
,
Junhao Dong
, Piotr Koniusz
CrossSpectra: Exploiting Cross-Layer Smoothness for Parameter-Efficient Fine-Tuning
NeurIPS 2025 ·
Yifei Zhang
,
Hao Zhu
,
Junhao Dong
,
Haoran Shi
,
Ziqiao Meng
, Piotr Koniusz,
Han Yu
Graph Self-Supervised Learning with Learnable Structural and Positional Encodings
WWW 2025 ·
Asiri Wijesinghe
,
Hao Zhu
, Piotr Koniusz
Graph Your Own Prompt
NeurIPS 2025 ·
Xi Ding
,
Lei Wang
, Piotr Koniusz,
Yongsheng Gao
Improving Zero-Shot Adversarial Robustness in Vision-Language Models by Closed-form Alignment of Adversarial Path Simplices
ICML 2025 ·
Junhao Dong
, Piotr Koniusz,
Yifei Zhang
,
Hao Zhu
,
Weiming Liu
,
Xinghua Qu
,
Yew-Soon Ong
Inductive Graph Few-shot Class Incremental Learning
WSDM 2025 ·
Yayong Li
,
Peyman Moghadam
,
Can Peng
,
Nan Ye
, Piotr Koniusz
Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion
ICLR 2025 ·
Dexuan Ding
,
Lei Wang
,
Liyun Zhu
,
Tom Gedeon
, Piotr Koniusz
Machine Unlearning via Task Simplex Arithmetic
NeurIPS 2025 ·
Junhao Dong
,
Hao Zhu
,
Yifei Zhang
,
Xinghua Qu
,
Yew Soon Ong
, Piotr Koniusz
Noise Consistency Regularization for Improved Subject-Driven Image Synthesis
CVPR 2025 ·
Yao Ni
,
Song Wen
, Piotr Koniusz,
Anoop Cherian
Open-World Objectness Modeling Unifies Novel Object Detection
CVPR 2025 ·
Shan Zhang
,
Yao Ni
,
Jinhao Du
,
Yuan Xue
,
Philip Torr
, Piotr Koniusz,
Anton van den Hengel
Primitive Vision: Improving Diagram Understanding in MLLMs
ICML 2025 ·
Shan Zhang
,
Aotian Chen
,
Yanpeng Sun
,
Jindong Gu
,
Yi-Yu Zheng
, Piotr Koniusz,
Kai Zou
,
Anton van den Hengel
,
Yuan Xue
Protein Fitness Landscape: Spectral Graph Theory Perspective
AISTATS 2025 ·
Hao Zhu
,
Daniel M. Steinberg
, Piotr Koniusz
Robust SuperAlignment: Weak-to-Strong Robustness Generalization for Vision-Language Models
NeurIPS 2025 ·
Junhao Dong
,
Cong Zhang
,
Xinghua Qu
,
Zejun Ma
, Piotr Koniusz,
Yew Soon Ong
Robustifying Zero-Shot Vision Language Models by Subspaces Alignment
ICCV 2025 ·
Junhao Dong
, Piotr Koniusz,
Liaoyuan Feng
,
Yifei Zhang
,
Hao Zhu
,
Weiming Liu
,
Xinghua Qu
,
Yew-Soon Ong
Stabilizing Modality Gap & Lowering Gradient Norms Improve Zero-Shot Adversarial Robustness of VLMs
SIGKDD 2025 ·
Junhao Dong
, Piotr Koniusz,
Xinghua Qu
,
Yew-Soon Ong
Understanding and Mitigating Hyperbolic Dimensional Collapse in Graph Contrastive Learning
SIGKDD 2025 ·
Yifei Zhang
,
Hao Zhu
,
Menglin Yang
,
Jiahong Liu
,
Rex Ying
,
Irwin King
, Piotr Koniusz
WWW 2025 Workshop Chairs' Welcome
WWW 2025 · Piotr Koniusz,
Weizhi Ma
$\bigcirc\!\!\!\!\bigcirc$ CHAIN: Enhancing Generalization in Data-Efficient GANs via LipsCHitz Continuity ConstrAIned Normalization
CVPR 2024 ·
Yao Ni
, Piotr Koniusz
Adaptive Multi-head Contrastive Learning
ECCV 2024 ·
Lei Wang
, Piotr Koniusz,
Tom Gedeon
,
Liang Zheng
Adversarially Robust Distillation by Reducing the Student-Teacher Variance Gap
ECCV 2024 ·
Junhao Dong
, Piotr Koniusz,
Junxi Chen
,
Yew-Soon Ong
Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners
CVPR 2024 ·
Junhao Dong
, Piotr Koniusz,
Junxi Chen
,
Xiaohua Xie
,
Yew-Soon Ong
Detect Any Keypoints: An Efficient Light-Weight Few-Shot Keypoint Detector
AAAI 2024 ·
Changsheng Lu
, Piotr Koniusz
Geometric View of Soft Decorrelation in Self-Supervised Learning
SIGKDD 2024 ·
Yifei Zhang
,
Hao Zhu
,
Zixing Song
,
Yankai Chen
,
Xinyu Fu
,
Ziqiao Meng
, Piotr Koniusz,
Irwin King
OpenKD: Opening Prompt Diversity for Zero- and Few-Shot Keypoint Detection
ECCV 2024 ·
Changsheng Lu
,
Zheyuan Liu
, Piotr Koniusz
PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization
NeurIPS 2024 ·
Yao Ni
,
Shan Zhang
, Piotr Koniusz
Pre-training with Random Orthogonal Projection Image Modeling
ICLR 2024 ·
Maryam Haghighat
,
Peyman Moghadam
,
Shaheer Mohamed
, Piotr Koniusz
Robust Distillation via Untargeted and Targeted Intermediate Adversarial Samples
CVPR 2024 ·
Junhao Dong
, Piotr Koniusz,
Junxi Chen
,
Z. Jane Wang
,
Yew-Soon Ong