Jizhou Han
4 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
domain incremental learning
(2)
generalized category discovery
(2)
continual learning
(2)
classifier weight
(1)
parameter-efficient fine-tuning
(1)
feature fusion
(1)
geometric alignment
(1)
gaussian mixture
(1)
parameter isolation
(1)
concept prototype
(1)
class prototype
(1)
rehearsal-free learning
(1)
dual-level concept
(1)
equiangular tight frame
(1)
visual-textual reasoning
(1)
analogical concept learning
(1)
textual concept generation
(1)
domain adaptation
(1)
fine-grained classification
(1)
Papers
GOAL: Geometrically Optimal Alignment for Continual Generalized Category Discovery
AAAI 2026
Learning Like Humans: Analogical Concept Learning for Generalized Category Discovery
CVPR 2026
Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need
CVPR 2025
DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype
AAAI 2025