Yuzhong Qu

27 papers · 2016–2026 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (8) 🗺️ Taxonomy Completionist (41) 🏆 Keyword Champion (3) 🔬 Deep Specialist (13) 🚀 Conference Pioneer 🗃️ Keyword Collector (108) 🔥 Unstoppable (8) 💎 Century Club (26) 📈 Trend Setter ⚡ Prolific Year (6) ❓ The Questioner

Conferences

AAAI (7) EMNLP (7) ACL (5) IJCAI (4) COLING (2) IJCNLP (2)

Top co-authors

Gong Cheng (9) Wei Hu (7) Xiang Huang (5) Wentao Ding (5) Sitao Cheng (4) Xiao Li (4) Jianhao Chen (4) Shanshan Huang (3) Zixian Huang (3) Yiheng Shu (3)

Research topics

Keywords

semantic parsing (8) question answering (6) knowledge base question answering (6) knowledge graph (5) large language model (4) knowledge base (4) multiple-choice question (3) complex question (3) in-context learning (3) scenario-based question answering (3) entity alignment (3) knowledge graph embedding (3) numerical reasoning (2) logical form (2) textual entailment (2) temporal reasoning (2) multi-hop reasoning (2) information retrieval (2) machine reading comprehension (2) reading comprehension (2)

Papers

Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute AAAI 2026

TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data ACL 2025

Reverse Preference Optimization for Complex Instruction Following ACL 2025

QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ACL 2024

Timeline-based Sentence Decomposition with In Context Learning for Temporal Fact Extraction ACL 2024

DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data AAAI 2023

MarkQA: A large scale KBQA dataset with numerical reasoning EMNLP 2023

PaTeCon: A Pattern-Based Temporal Constraint Mining Method for Conflict Detection on Knowledge Graphs AAAI 2023

Question Decomposition Tree for Answering Complex Questions over Knowledge Bases AAAI 2023

Semantic Framework based Query Generation for Temporal Question Answering over Knowledge Graphs EMNLP 2022

TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base EMNLP 2022

AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension ACL 2022

Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases COLING 2022

When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions EMNLP 2021

Automatic rule generation for time expression normalization EMNLP 2021

Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation AAAI 2020

SPARQA: Skeleton-Based Semantic Parsing for Complex Questions over Knowledge Bases AAAI 2020

Leveraging Frequent Query Substructures to Generate Formal Queries for Complex Question Answering EMNLP 2019

A Pattern-Based Approach to Recognizing Time Expressions AAAI 2019

GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level EMNLP 2019

Multi-view Knowledge Graph Embedding for Entity Alignment IJCAI 2019

Leveraging Frequent Query Substructures to Generate Formal Queries for Complex Question Answering IJCNLP 2019

GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level IJCNLP 2019

Reading Comprehension with Graph-based Temporal-Casual Reasoning COLING 2018

Bootstrapping Entity Alignment with Knowledge Graph Embedding IJCAI 2018

Taking Up the Gaokao Challenge: An Information Retrieval Approach IJCAI 2016

HIEDS: A Generic and Efficient Approach to Hierarchical Dataset Summarization IJCAI 2016