Yifei Yang
20 papers · 2019–2026 · 9 conferences · across top CS/AI conferences
Achievements
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Conferences
ACL (5)
COLING (3)
CVPR (3)
EMNLP (3)
ICCV (2)
AAAI (1)
ECCV (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(4)
common-sense primitive
(2)
3d scene understanding
(2)
rule-based learning
(2)
statistical learning
(2)
named entity recognition
(2)
spatial preposition
(2)
model robustness
(1)
domain adaptation
(1)
contrastive learning
(1)
dialogue generation
(1)
preference optimization
(1)
dependency parsing
(1)
information extraction
(1)
variational inference
(1)
image editing
(1)
knowledge distillation
(1)
feature matching
(1)
model safety
(1)
factual knowledge
(1)
Papers
From Detection to Understanding: Multi-Turn Reasoning for Video Misinformation Analysis
ACL 2026
SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering
AAAI 2025
LESA: Learnable LLM Layer Scaling-Up
ACL 2025
PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization
ACL 2025
FreDF: Learning to Forecast in the Frequency Domain
ICLR 2025
LaCo: Large Language Model Pruning via Layer Collapse
EMNLP 2024
CMMLU: Measuring massive multitask language understanding in Chinese
ACL 2024
Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation
CVPR 2024
Improving Hyperbolic Representations via Gromov-Wasserstein Regularization
ECCV 2024
Head-wise Shareable Attention for Large Language Models
EMNLP 2024
Attack Named Entity Recognition by Entity Boundary Interference
COLING 2024
UrbanGIRAFFE: Representing Urban Scenes as Compositional Generative Neural Feature Fields
ICCV 2023
RefGPT: Dialogue Generation of GPT, by GPT, and for GPT
EMNLP 2023
Learning Transformation-Predictive Representations for Detection and Description of Local Features
CVPR 2023
Aspect-based Sentiment Analysis as Machine Reading Comprehension
COLING 2022
Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing
COLING 2022
Rethinking Controllable Variational Autoencoders
CVPR 2022
Modeling Semantics and Pragmatics of Spatial Prepositions via Hierarchical Common-Sense Primitives
ACL 2021
Modeling Semantics and Pragmatics of Spatial Prepositions via Hierarchical Common-Sense Primitives
IJCNLP 2021
Vehicle Re-Identification in Aerial Imagery: Dataset and Approach
ICCV 2019