Peiyuan Zhang
11 papers · 2021–2025 · 9 conferences · across top CS/AI conferences
Achievements
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Conferences
AISTATS (2)
CVPR (2)
ACL (1)
COLT (1)
EMNLP (1)
ICLR (1)
ICML (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
multimodal learning
(2)
convex optimization
(2)
zero-shot learning
(1)
text representation
(1)
accelerated optimization
(1)
weakly supervised learning
(1)
question answering
(1)
natural language understanding
(1)
hypothesis testing
(1)
relation extraction
(1)
model architecture
(1)
egocentric vision
(1)
video understanding
(1)
oriented object detection
(1)
few-shot learning
(1)
prompt learning
(1)
efficient computing
(1)
parameter-efficient transfer learning
(1)
model compression
(1)
retrieval augmented generation
(1)
Papers
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models
NAACL 2025
Generalization Lower Bounds for GD and SGD in Smooth Stochastic Convex Optimization
AISTATS 2025
Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances
CVPR 2025
EgoLife: Towards Egocentric Life Assistant
CVPR 2025
Temporal Reasoning Transfer from Text to Video
ICLR 2025
Fast Video Generation with Sliding Tile Attention
ICML 2025
Counting Stars is Constant-Degree Optimal For Detecting Any Planted Subgraph: Extended Abstract
COLT 2024
One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning
ACL 2023
Better Few-Shot Relation Extraction with Label Prompt Dropout
EMNLP 2022
Revisiting the Role of Euler Numerical Integration on Acceleration and Stability in Convex Optimization
AISTATS 2021
Rethinking the Variational Interpretation of Accelerated Optimization Methods
NIPS 2021