Qianru Zhang

5 papers · 2023–2026 · 3 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17)

Venues

AAAI (3) EMNLP (1) ICML (1)

Top co-authors

Siu Ming Yiu (3) Yuan Yuan (2) Xingwei He (2) Ruihua Han (1) Puzhen Wu (1) Chao Huang (1) Cui Longjie (1) Lianghao Xia (1) Xinyi Gao (1) Siu-Ming Yiu (1)

Research topics

Machine Learning (3) Natural Language Processing (3) Learning Types · Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Core AI (2) Generation (2) Learning Types · Deep Learning (2) Application Areas (1) Architectures (1) Core Methods (1) Resources & Methods (1) Understanding (1)

Keywords

model compression (1) contrastive learning (1) reinforcement learning (1) benchmark evaluation (1) adversarial learning (1) graph matching (1) self-supervised learning (1) factual error correction (1) knowledge distillation (1) instruction following (1) llm evaluation (1) graph representation (1) spatio-temporal learning (1) language model (1) reward model (1) conflict detection (1) traffic flow prediction (1) distant supervision (1) traffic prediction (1) conflict resolution (1)

Papers

ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions AAAI 2026 Efficient Traffic Prediction Through Spatio-Temporal Distillation AAAI 2025 Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward EMNLP 2025 Improving Factual Error Correction by Learning to Inject Factual Errors AAAI 2024 Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation ICML 2023