Haiyang Zheng
5 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
category discovery
(2)
semi-supervised learning
(2)
image generation
(1)
prototype learning
(1)
confidence calibration
(1)
deepfake detection
(1)
fine-grained classification
(1)
hash encoding
(1)
fine-grained recognition
(1)
diffusion model
(1)
gradient alignment
(1)
generalized category discovery
(1)
open-world learning
(1)
open-world recognition
(1)
novel sample generation
(1)
representation subspace
(1)
unknown forgery
(1)
gradient entanglement
(1)
zero-shot learning
(1)
energy-based projection
(1)
Papers
Open-World Deepfake Attribution via Confidence-Aware Asymmetric Learning
AAAI 2026
The Devil Is in Gradient Entanglement: Energy-Aware Gradient Coordinator for Robust Generalized Category Discovery
CVPR 2026
Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery
ICCV 2025
Prototypical Hash Encoding for On-the-Fly Fine-Grained Category Discovery
NeurIPS 2024
Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery
ECCV 2024