Shanshan Zhong
10 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (27) π Interdisciplinary Bridge Β· Bronze π€ Dynamic Duo (10)
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Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(5)
Optimization & Theory
(5)
Natural Language Processing
(4)
Resources & Methods
(4)
Application Areas
(3)
Architectures
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(2)
Models
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Analysis
(1)
Keywords
large language model
(4)
benchmark evaluation
(3)
model selection
(1)
self-attention mechanism
(1)
instruction tuning
(1)
robustness
(1)
video understanding
(1)
dynamical system
(1)
neural network optimization
(1)
hierarchical alignment
(1)
multimodal learning
(1)
data compression
(1)
generalization
(1)
parametric model
(1)
multi-task learning
(1)
cost-aware learning
(1)
mixture of expert
(1)
multimodal large language model
(1)
differential equation
(1)
3d reconstruction
(1)
Papers
4D-Animal: Freely Reconstructing Animatable 3D Animals from Videos
WACV 2026
AssoCiAm: A Benchmark for Evaluating Association Thinking while Circumventing Ambiguity
EMNLP 2025
MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models
ACL 2025
RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs
EMNLP 2025
AttNS: Attention-Inspired Numerical Solving For Limited Data Scenarios
ICML 2024
Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation
CVPR 2024
MoExtend: Tuning New Experts for Modality and Task Extension
ACL 2024
Stripe Observation Guided Inference Cost-free Attention Mechanism
ECCV 2024
Understanding Self-attention Mechanism via Dynamical System Perspective
ICCV 2023
CEM: Machine-Human Chatting Handoff via Causal-Enhance Module
EMNLP 2022