Qianrui Zhou

5 papers · 2021–2026 · 5 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 · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) ACL (1) CVPR (1) EMNLP (1) ICLR (1)

Top co-authors

Hanlei Zhang (4) Hua Xu (4) Yifan Wang (3) Kai Gao (2) Fanchao Qi (1) Xinzhi Dong (1) Bairu Hou (1) Zixian Ma (1) Yunjin Gu (1) Tingji Zhang (1)

Research topics

Artificial Intelligence (5) Core AI (5) Natural Language Processing (3) Applications (3) Machine Learning (2) Learning Types (2) Deep Learning (1) Knowledge & Reasoning (1) Learning Paradigms (1) Models (1) Reasoning (1)

Keywords

intent recognition (2) multimodal intent recognition (2) text classification (1) model robustness (1) multimodal learning (1) adversarial training (1) relational reasoning (1) multimodal large language model (1) multi-turn dialogue (1) multimodal reasoning (1) cross-modality attention (1) chain of thought (1) semantic understanding (1) textual adversarial attack (1) multi-party conversation (1) out-of-scope detection (1) large language model (1) modality-aware prompting (1) video modality (1) token-level contrastive learning (1)

Papers

Evolutionary Multimodal Reasoning via Hierarchical Semantic Representation for Intent Recognition CVPR 2026 LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition EMNLP 2025 MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations ICLR 2024 Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition AAAI 2024 OpenAttack: An Open-source Textual Adversarial Attack Toolkit ACL 2021