Jiaqi Guo
23 papers · 2018–2026 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (57) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(17)
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Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
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The Questioner
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Century Club Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(103)
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Research topics
Deep Learning
(13)
Machine Learning
(12)
Natural Language Processing
(12)
Applications Β· Natural Language Processing
(10)
Artificial Intelligence
(9)
Core AI
(9)
Learning Types Β· Deep Learning
(6)
Learning Types Β· Machine Learning
(6)
Computer Science
(5)
Architectures
(5)
Understanding
(5)
Applications Β· Computer Science
(4)
Core Methods
(4)
Optimization & Theory
(4)
Computer Vision
(3)
Keywords
semantic parsing
(9)
layout generation
(4)
weakly supervised learning
(2)
meaning representation
(2)
intermediate representation
(2)
knowledge distillation
(2)
large language model
(2)
graphic design
(2)
denotation accuracy
(2)
neural network
(2)
logical form
(2)
domain generalization
(1)
constrained generation
(1)
in-context learning
(1)
adversarial robustness
(1)
image classification
(1)
medical imaging
(1)
neural machine translation
(1)
coreset selection
(1)
zero-shot learning
(1)
Papers
FAST: Topology-Aware Frequency-Domain Distribution Matching for Coreset Selection
CVPR 2026
MIND: From Passive Mimicry to Active Reasoning through Capability-Aware Multi-Perspective CoT Distillation
ACL 2026
BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation
ACL 2024
A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions
ICCV 2023
LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models
ICCV 2023
LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
CVPR 2023
LayoutPrompter: Awaken the Design Ability of Large Language Models
NeurIPS 2023
Stage Detection of Mild Cognitive Impairment: Region-dependent Graph Representation Learning on Brain Morphable Meshes
MIDL 2023
Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing
EMNLP 2022
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
ACL 2022
TAPEX: Table Pre-training via Learning a Neural SQL Executor
ICLR 2022
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation
ACL 2022
Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing
ACL 2021
Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
ACL 2021
Translating Headers of Tabular Data: A Pilot Study of Schema Translation
EMNLP 2021
Weakly Supervised Semantic Parsing by Learning from Mistakes
EMNLP 2021
Benchmarking Meaning Representations in Neural Semantic Parsing
EMNLP 2020
Bi-Encoder Transformer Network for Mandarin-English Code-Switching Speech Recognition Using Mixture of Experts
Interspeech 2020
How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context
IJCAI 2020
RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task
IJCAI 2020
Joint Decoding of CTC Based Systems for Speech Recognition
Interspeech 2019
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
ACL 2019
SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications
EMNLP 2018