Niu Lian
5 papers · 2025–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
ACL (1)
CVPR (1)
ICCV (1)
ICML (1)
Top co-authors
Keywords
video retrieval
(3)
video hashing
(2)
self-supervised learning
(2)
representation learning
(2)
hierarchical modeling
(1)
information bottleneck
(1)
multimodal learning
(1)
video understanding
(1)
hierarchical structure
(1)
memory retrieval
(1)
state space model
(1)
state-space model
(1)
multimodal large language model
(1)
hyperbolic space
(1)
cross-modal matching
(1)
frame sampling
(1)
adversarial sampling
(1)
hamming space
(1)
multimodal memory
(1)
adversarial frame sampling
(1)
Papers
From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents
ACL 2026
Efficient Self-Supervised Video Hashing with Selective State Spaces
AAAI 2025
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing
CVPR 2025
Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning
ICCV 2025
3D-LMVIC: Learning-based Multi-View Image Compression with 3D Gaussian Geometric Priors
ICML 2025