Songlin Yang
26 papers · 2020–2026 · 10 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (48) π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(14)
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Keyword Champion
(2)
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Grand Slam
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Topic Evolution
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(128)
Venues
Top co-authors
Research topics
Machine Learning
(20)
Deep Learning
(16)
Core Methods
(13)
Natural Language Processing
(12)
Architectures
(11)
Understanding
(10)
Artificial Intelligence
(9)
Core AI
(9)
Generation Β· Natural Language Processing
(5)
Optimization & Theory
(5)
Models
(4)
Computer Vision
(3)
Mathematics & Optimization
(3)
Generation Β· Computer Vision
(3)
Learning Types
(3)
Keywords
constituency parsing
(5)
grammar induction
(4)
language modeling
(4)
probabilistic context-free grammar
(4)
syntactic parsing
(3)
tensor decomposition
(3)
pointer network
(2)
factor graph
(2)
nested named entity recognition
(2)
named entity recognition
(2)
language model
(2)
length generalization
(2)
dependency parsing
(2)
gating mechanism
(2)
span prediction
(2)
attention mechanism
(2)
unsupervised parsing
(2)
dynamic programming
(2)
linear attention
(2)
neural network
(2)
Papers
Revisiting MLLM Based Image Quality Assessment: Errors and Remedy
AAAI 2026
Same Attention, Different Truths: Put Logit-Lens over Visual Attention to Detect and Mitigate LVLM Object Hallucination
CVPR 2026
Adaptive Median Smoothing: Adversarial Defense for Unlearned Text-to-Image Diffusion Models at Inference Time
ICML 2025
Gated Delta Networks: Improving Mamba2 with Delta Rule
ICLR 2025
Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study
ICLR 2025
Textured 3D Regenerative Morphing with 3D Diffusion Prior
ICCV 2025
Gated Linear Attention Transformers with Hardware-Efficient Training
ICML 2024
Gated Slot Attention for Efficient Linear-Time Sequence Modeling
NeurIPS 2024
Learning Dense Correspondence for NeRF-Based Face Reenactment
AAAI 2024
Parallelizing Linear Transformers with the Delta Rule over Sequence Length
NeurIPS 2024
Donβt Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span Selection
ACL 2023
Hierarchically Gated Recurrent Neural Network for Sequence Modeling
NeurIPS 2023
Improving Span Representation by Efficient Span-Level Attention
EMNLP 2023
Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural Networks
EMNLP 2023
Simple Hardware-Efficient PCFGs with Independent Left and Right Productions
EMNLP 2023
Structured Mean-Field Variational Inference for Higher-Order Span-Based Semantic Role Labeling
ACL 2023
Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars
ACL 2023
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks
ACL 2022
Combining (Second-Order) Graph-Based and Headed-Span-Based Projective Dependency Parsing
ACL 2022
Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs
NAACL 2022
Headed-Span-Based Projective Dependency Parsing
ACL 2022
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing
ACL 2022
Semantic Dependency Parsing with Edge GNNs
EMNLP 2022
Neural Bi-Lexicalized PCFG Induction
ACL 2021
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols
NAACL 2021
Second-Order Unsupervised Neural Dependency Parsing
COLING 2020