Peng Lin
12 papers · 2016–2026 · 6 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28) 🌍 Conference Polyglot · Silver 🗃️ Keyword Collector (59)
⚡
Prolific Year · Productive
🌈
Renaissance Researcher
(5)
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(6)
Deep Learning
(5)
Architectures
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Analysis
(2)
Core Methods
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Keywords
spiking neuron
(3)
spiking neural network
(2)
reinforcement learning
(2)
combinatorial optimization
(2)
adversarial attack
(2)
temporal dynamics
(1)
information retrieval
(1)
information bottleneck
(1)
text generation
(1)
event camera
(1)
data poisoning
(1)
parallel computing
(1)
mutual information
(1)
hidden semi-markov model
(1)
label aggregation
(1)
metropolis-hastings sampling
(1)
posterior inference
(1)
integer linear programming
(1)
dynamic scene
(1)
point process
(1)
Papers
Dynamic-Static Decomposition for Novel View Synthesis of Dynamic Scenes with Spiking Neurons
CVPR 2026
Elite Pattern Reinforcement for Vehicle Routing Problems
AAAI 2026
eRetinexGS: Retinex Modeling for Low-Light Scene Enhancement via Event Streams and 3D Gaussian Splatting
CVPR 2026
On the Role of Temporal Granularity in the Robustness of Spiking Neural Networks
CVPR 2026
Robust Spiking Neural Networks by Temporal Mutual Information
CVPR 2026
S³: Spiking Neurons as an Isolating Segmenter for Brain Signal Decoding
AAAI 2026
SPEAK: Spiking Neurons as an Entropy-Aware Tokenizer for Large Language Models
ACL 2026
ParaILP: A Parallel Local Search Framework for Integer Linear Programming with Cooperative Evolution Mechanism
IJCAI 2024
Automatic Marketing Theme and Commodity Construction System for E-commerce
EMNLP 2023
Black-Box Data Poisoning Attacks on Crowdsourcing
IJCAI 2023
Automatic Scene-based Topic Channel Construction System for E-Commerce
EMNLP 2022
Infinite Hidden Semi-Markov Modulated Interaction Point Process
NeurIPS 2016