Siqi Li
16 papers · 2020–2026 · 8 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (45)
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Topic Evolution
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Century Club · Bronze
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Prolific Year · Productive
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Deep Learning
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Computer Vision
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Analysis
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Machine Learning
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Artificial Intelligence
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(5)
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(5)
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Domain-Specific
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Optimization & Theory · Machine Learning
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Optimization & Theory · Deep Learning
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Processing
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Natural Language Processing
(1)
Speech & Audio
(1)
Keywords
model compression
(3)
event camera
(2)
large language model
(2)
neural network optimization
(2)
depth estimation
(2)
3d vision
(2)
multimodal learning
(2)
point cloud completion
(2)
multimodal perception
(2)
object detection
(2)
neural network pruning
(2)
self-supervised learning
(1)
manifold learning
(1)
in-context learning
(1)
optimal transport
(1)
semantic segmentation
(1)
image reconstruction
(1)
point cloud registration
(1)
3d reconstruction
(1)
monocular depth estimation
(1)
Papers
Discover and Prove: An Open-source Agentic Framework for Hard Mode Automated Theorem Proving in Lean 4
ACL 2026
Hyper-PCN: Hypergraph-Based Point Cloud Completion via High-Order Correlation Modeling
CVPR 2026
GraphI2P: Image-to-Point Cloud Registration with Exploring Pattern of Correspondence via Graph Learning
CVPR 2025
Hyper-Depth: Hypergraph-based Multi-Scale Representation Fusion for Monocular Depth Estimation
ICCV 2025
Multi-Modal Aerial-Ground Cross-View Place Recognition with Neural ODEs
CVPR 2025
UAVScenes: A Multi-Modal Dataset for UAVs
ICCV 2025
3D Feature Tracking via Event Camera
CVPR 2024
MaxQ: Multi-Axis Query for N:M Sparsity Network
CVPR 2024
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach
EMNLP 2024
OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks
ECCV 2024
Structured Optimal Brain Pruning for Large Language Models
EMNLP 2024
OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition
Interspeech 2023
SUBP: Soft Uniform Block Pruning for 1×N Sparse CNNs Multithreading Acceleration
NeurIPS 2023
Event Stream Super-Resolution via Spatiotemporal Constraint Learning
ICCV 2021
View-Guided Point Cloud Completion
CVPR 2021
Attention-Based Multi-Modal Fusion Network for Semantic Scene Completion
AAAI 2020