On the Robustness of Language Encoders against Grammatical Errors. - Fan Yin; Quanyu Long; Tao Meng; Kai-Wei Chang (ACL, 2020)

QA4IE: A Question Answering Based System for Document-Level General Information Extraction. - Lin Qiu; Dongyu Ru; Quanyu Long; Weinan Zhang 001; Yong Yu 001 (IEEE Access, 2020)

Generative Imagination Elevates Machine Translation. - Quanyu Long; Mingxuan Wang; Lei Li 005 (NAACL-HLT, 2021)

Domain Confused Contrastive Learning for Unsupervised Domain Adaptation. - Quanyu Long; Tianze Luo; Wenya Wang 001; Sinno Jialin Pan (NAACL-HLT, 2022)

Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning. - Quanyu Long; Wenya Wang 001; Sinno Jialin Pan (EMNLP, 2023)

Backdoor Attacks on Dense Passage Retrievers for Disseminating Misinformation. - Quanyu Long; Yue Deng 010; Leilei Gan; Wenya Wang 001; Sinno Jialin Pan (CoRR, 2024)

Does In-Context Learning Really Learn? Rethinking How Large Language Models Respond and Solve Tasks via In-Context Learning. - Quanyu Long; Yin Wu 001; Wenya Wang 001; Sinno Jialin Pan (CoRR, 2024)

Large Language Models Know What Makes Exemplary Contexts. - Quanyu Long; Jianda Chen; Wenya Wang 001; Sinno Jialin Pan (CoRR, 2024)

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts. - Ziwei Huang 005; Wanggui He; Quanyu Long; Yandi Wang; Haoyuan Li 002; Zhelun Yu; Fangxun Shu; Long Chan; Hao Jiang 014; Leilei Gan; Fei Wu 001 (CoRR, 2024)

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts. - Ziwei Huang 005; Wanggui He; Quanyu Long; Yandi Wang; Haoyuan Li 002; Zhelun Yu; Fangxun Shu; Weilong Dai; Hao Jiang 014; Fei Wu 001; Leilei Gan (ACL (1), 2025)

Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts. - Quanyu Long; Jianda Chen; Zhengyuan Liu; Nancy F. Chen; Wenya Wang 001; Sinno Jialin Pan (ACL (Findings), 2025)

Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance? - Qisheng Hu; Quanyu Long; Wenya Wang (NAACL (Long Papers), 2025)

Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries. - Yin Wu 001; Quanyu Long; Jing Li; Jianfei Yu; Wenya Wang 001 (CoRR, 2025)

BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking. - Qisheng Hu; Quanyu Long; Wenya Wang (CoRR, 2025)

Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering. - Yumeng Shi; Quanyu Long; Wenya Wang 001 (CoRR, 2025)

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification. - Qisheng Hu; Quanyu Long; Wenya Wang (CoRR, 2025)

Causality Matters: How Temporal Information Emerges in Video Language Models. - Yumeng Shi; Quanyu Long; Yin Wu 001; Wenya Wang 001 (CoRR, 2025)

From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation. - Ziwei Huang; Ying Shu; Hao Fang; Quanyu Long; Wenya Wang; Qiushi Guo; Tiezheng Ge; Leilei Gan (CoRR, 2025)

A causal saliency enhancement and Mamba-based multi-scale feature fusion encoding framework for railway fastener fault diagnosis. - Quanyu Long; Dechen Yao; Jianwei Yang; Jia Dong; Bin Zhu; Yuanting Dai (Adv. Eng. Informatics, 2026)