Songlin Yang
26 papers · 2020–2026 · 10 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (10) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(50)
π
Conference Polyglot
(10)
π€
Dynamic Duo
(15)
π
Grand Slam
π§¬
Topic Evolution
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(105)
β‘
Prolific Year
(7)
π₯
Unstoppable
(6)
π
Century Club
(25)
Conferences
ACL (8)
EMNLP (4)
NIPS (3)
AAAI (2)
ICLR (2)
ICML (2)
NAACL (2)
COLING (1)
ICCV (1)
IJCNLP (1)
Top co-authors
Keywords
grammar induction
(5)
constituency parsing
(5)
probabilistic context-free grammar
(4)
syntactic parsing
(4)
neural network
(3)
tensor decomposition
(3)
language modeling
(3)
unsupervised parsing
(3)
bilexical dependency
(2)
projective parsing
(2)
pointer network
(2)
dependency parsing
(2)
span prediction
(2)
named entity recognition
(2)
bilexical dependencies
(2)
dynamic programming
(2)
attention mechanism
(2)
factor graph
(2)
nested named entity recognition
(2)
motion transfer
(1)
Papers
Revisiting MLLM Based Image Quality Assessment: Errors and Remedy
AAAI 2026
Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study
ICLR 2025
Textured 3D Regenerative Morphing with 3D Diffusion Prior
ICCV 2025
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
Parallelizing Linear Transformers with the Delta Rule over Sequence Length
NIPS 2024
Learning Dense Correspondence for NeRF-Based Face Reenactment
AAAI 2024
Gated Linear Attention Transformers with Hardware-Efficient Training
ICML 2024
Gated Slot Attention for Efficient Linear-Time Sequence Modeling
NIPS 2024
Hierarchically Gated Recurrent Neural Network for Sequence Modeling
NIPS 2023
Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars
ACL 2023
Donβt Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span Selection
ACL 2023
Structured Mean-Field Variational Inference for Higher-Order Span-Based Semantic Role Labeling
ACL 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
Improving Span Representation by Efficient Span-Level Attention
EMNLP 2023
Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs
NAACL 2022
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing
ACL 2022
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks
ACL 2022
Headed-Span-Based Projective Dependency Parsing
ACL 2022
Semantic Dependency Parsing with Edge GNNs
EMNLP 2022
Combining (Second-Order) Graph-Based and Headed-Span-Based Projective Dependency Parsing
ACL 2022
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols
NAACL 2021
Neural Bi-Lexicalized PCFG Induction
IJCNLP 2021
Neural Bi-Lexicalized PCFG Induction
ACL 2021
Second-Order Unsupervised Neural Dependency Parsing
COLING 2020