Haoyu Dong
25 papers · 2019–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🌍 Conference Polyglot (8) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (6)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(6)
🌍
Conference Polyglot
(8)
👥
Mega-Team
(53)
🤝
Dynamic Duo
(14)
🧬
Topic Evolution
🏆
Keyword Champion
(3)
🚀
Conference Pioneer
📈
Trend Setter
🗃️
Keyword Collector
(128)
⚡
Prolific Year
(5)
❓
The Questioner
💎
Century Club
(21)
🔥
Unstoppable
(5)
Conferences
ACL (10)
EMNLP (5)
AAAI (4)
NIPS (2)
COLING (1)
EACL (1)
IJCAI (1)
MICCAI (1)
Top co-authors
Keywords
large language model
(6)
code generation
(4)
question answering
(3)
table detection
(3)
numerical reasoning
(3)
self-supervised learning
(2)
reinforcement learning
(2)
table processing
(2)
formula prediction
(2)
spreadsheet formula
(2)
table question answering
(2)
natural language generation
(1)
domain generalization
(1)
in-context learning
(1)
sim-to-real transfer
(1)
code completion
(1)
text representation
(1)
symbolic reasoning
(1)
benchmark evaluation
(1)
language modeling
(1)
Papers
Jupiter: Enhancing LLM Data Analysis Capabilities via Notebook and Inference-Time Value-Guided Search
AAAI 2026
Not All Tokens Matter: Towards Efficient LLM Reasoning via Token Significance in Reinforcement Learning
ACL 2026
LitVISTA: A Benchmark for Narrative Orchestration in Literary Text
ACL 2026
SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets
AAAI 2026
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models
ACL 2025
RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation
ACL 2025
TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models
ACL 2025
TableCoder: Table Extraction from Text via Reliable Code Generation
ACL 2025
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning
EMNLP 2025
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering
COLING 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NIPS 2024
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities
ACL 2024
EASI: Evolutionary Adversarial Simulator Identification for Sim-to-Real Transfer
NIPS 2024
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries
EACL 2024
Encoding Spreadsheets for Large Language Models
EMNLP 2024
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent
EMNLP 2024
Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models
MICCAI 2024
SheetPT: Spreadsheet Pre-training Based on Hierarchical Attention Network
AAAI 2023
HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion
ACL 2023
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining
ACL 2022
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data
EMNLP 2022
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation
EMNLP 2022
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
ACL 2022
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks
IJCAI 2022
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks
AAAI 2019