Siyu Ren
14 papers · 2020–2025 · 8 conferences · across top CS/AI conferences
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EMNLP (3)
ACL (2)
ICCV (2)
ICLR (2)
NAACL (2)
AAAI (1)
COLING (1)
ECCV (1)
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Keywords
model compression
(3)
3d geometry
(2)
pre-trained language model
(2)
network pruning
(2)
language model
(2)
knowledge distillation
(1)
matrix factorization
(1)
multi-task learning
(1)
feature embedding
(1)
point cloud
(1)
transfer learning
(1)
entropy coding
(1)
neural compression
(1)
implicit representation
(1)
surface reconstruction
(1)
language modeling
(1)
relational reasoning
(1)
learning to rank
(1)
model pruning
(1)
knowledge base
(1)
Papers
Neural Compression for 3D Geometry Sets
ICCV 2025
Shape as Line Segments: Accurate and Flexible Implicit Surface Representation
ICLR 2025
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models
ACL 2024
Low-Rank Prune-And-Factorize for Language Model Compression
COLING 2024
DynoSurf: Neural Deformation-based Temporally Consistent Dynamic Surface Reconstruction
ECCV 2024
EMO: EARTH MOVER DISTANCE OPTIMIZATION FOR AUTO-REGRESSIVE LANGUAGE MODELING
ICLR 2024
Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model
EMNLP 2023
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
Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning
NAACL 2022
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval
NAACL 2022
Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions
AAAI 2021
Multi-turn Response Selection using Dialogue Dependency Relations
EMNLP 2020