Siyu Ren
14 papers · 2020–2025 · 8 venues · across top CS/AI venues
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Machine Learning
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Artificial Intelligence
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Natural Language Processing
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Deep Learning
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Core Methods
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Optimization & Theory Β· Machine Learning
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Computer Vision
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Analysis
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Optimization & Theory Β· Deep Learning
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Resources & Methods
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Knowledge & Reasoning
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Keywords
language model
(3)
pre-trained language model
(3)
model compression
(3)
network pruning
(2)
surface reconstruction
(2)
3d geometry
(2)
knowledge distillation
(1)
matrix factorization
(1)
multi-task learning
(1)
3d vision
(1)
feature embedding
(1)
point cloud
(1)
entropy coding
(1)
neural compression
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transfer learning
(1)
relational reasoning
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language modeling
(1)
knowledge base
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probability distribution
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implicit representation
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Papers
Neural Compression for 3D Geometry Sets
ICCV 2025
Shape as Line Segments: Accurate and Flexible Implicit Surface Representation
ICLR 2025
DynoSurf: Neural Deformation-based Temporally Consistent Dynamic Surface Reconstruction
ECCV 2024
EMO: EARTH MOVER DISTANCE OPTIMIZATION FOR AUTO-REGRESSIVE LANGUAGE MODELING
ICLR 2024
Low-Rank Prune-And-Factorize for Language Model Compression
COLING 2024
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models
ACL 2024
Context Compression for Auto-regressive Transformers with Sentinel Tokens
EMNLP 2023
GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation
ICCV 2023
Pruning Pre-trained Language Models with Principled Importance and Self-regularization
ACL 2023
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model
EMNLP 2023
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval
NAACL 2022
Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning
NAACL 2022
Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions
AAAI 2021
Multi-turn Response Selection using Dialogue Dependency Relations
EMNLP 2020