Pengzhang Liu
7 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
Conferences
CVPR (2)
ICLR (2)
AAAI (1)
ACL (1)
COLING (1)
Top co-authors
Keywords
knowledge distillation
(2)
representation learning
(2)
vision-language model
(2)
multi-task learning
(1)
feature learning
(1)
feature distribution
(1)
self-supervised learning
(1)
text generation
(1)
language modeling
(1)
multimodal learning
(1)
prompt learning
(1)
cross-modal alignment
(1)
noise injection
(1)
video-text retrieval
(1)
multi-label recognition
(1)
parameter-efficient adaptation
(1)
semantic prior
(1)
student model
(1)
incomplete label
(1)
infonce loss
(1)
Papers
FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning
AAAI 2026
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text Retrieval
CVPR 2025
Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation
ACL 2025
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval
ICLR 2025
DynaMS: Dyanmic Margin Selection for Efficient Deep Learning
ICLR 2023
Exploring Structured Semantic Prior for Multi Label Recognition With Incomplete Labels
CVPR 2023
LEGO-ABSA: A Prompt-based Task Assemblable Unified Generative Framework for Multi-task Aspect-based Sentiment Analysis
COLING 2022