Quanyu Long

According to our database, Quanyu Long authored at least 25 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

When Continual Learning Moves to Memory: A Study of Experience Reuse in LLM Agents.

Qisheng Hu, Quanyu Long, Wenya Wang

CoRR, April, 2026

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond.

Meng Chu, Xuan Billy Zhang, Kevin Qinghong Lin, Lingdong Kong, Jize Zhang, Teng Tu, Weijian Ma, Ziqi Huang, Senqiao Yang, Wei Huang, Yeying Jin, Zhefan Rao, Jinhui Ye, Xinyu Lin, Xichen Zhang, Qisheng Hu, Shuai Yang, Leyang Shen, Wei Chow, Yifei Dong, Fengyi Wu, Quanyu Long, Bin Xia, Shaozuo Yu, Mingkang Zhu, Wenhu Zhang, Jiehui Huang, Haokun Gui, Haoxuan Che, Long Chen, Qifeng Chen, Wenxuan Zhang, Wenya Wang, Xiaojuan Qi, Yang Deng, Yanwei Li, Mike Zheng Shou, Zhi-Qi Cheng, See-Kiong Ng, Ziwei Liu, Philip Torr, Jiaya Jia

CoRR, April, 2026

Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory.

Haozhen Zhang, Haodong Yue, Tao Feng, Quanyu Long, Jianzhu Bao, Bowen Jin, Weizhi Zhang, Xiao Li, Jiaxuan You, Chengwei Qin, Wenya Wang

CoRR, February, 2026

Self-Verification Dilemma: Experience-Driven Suppression of Overused Checking in LLM Reasoning.

Quanyu Long, Kai Jie Jiang, Jianda Chen, Xu Guo, Leilei Gan, Wenya Wang

CoRR, February, 2026

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents.

Haozhen Zhang, Quanyu Long, Jianzhu Bao, Tao Feng, Weizhi Zhang, Haodong Yue, Wenya Wang

CoRR, February, 2026

Programming over Thinking: Efficient and Robust Multi-Constraint Planning.

Derrick Goh Xin Deik, Quanyu Long, Zhengyuan Liu, Nancy F. Chen, Wenya Wang

CoRR, January, 2026

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

Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification.

Qisheng Hu, Quanyu Long, Wenya Wang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Causality Matters: How Temporal Information Emerges in Video Language Models.

Yumeng Shi, Quanyu Long, Yin Wu, Wenya Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

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, October, 2025

BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking.

Qisheng Hu, Quanyu Long, Wenya Wang

CoRR, April, 2025

Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries.

Yin Wu, Quanyu Long, Jing Li, Jianfei Yu, Wenya Wang

CoRR, February, 2025

Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance?

Qisheng Hu, Quanyu Long, Wenya Wang

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering.

Yumeng Shi, Quanyu Long, Wenya Wang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts.

Quanyu Long, Jianda Chen, Zhengyuan Liu, Nancy F. Chen, Wenya Wang, Sinno Jialin Pan

Proceedings of the Findings of the Association for Computational Linguistics, 2025

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts.

Ziwei Huang, Wanggui He, Quanyu Long, Yandi Wang, Haoyuan Li, Zhelun Yu, Fangxun Shu, Weilong Dai, Hao Jiang, Fei Wu, Leilei Gan

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts.

Ziwei Huang, Wanggui He, Quanyu Long, Yandi Wang, Haoyuan Li, Zhelun Yu, Fangxun Shu, Long Chan, Hao Jiang, Leilei Gan, Fei Wu

CoRR, 2024

Large Language Models Know What Makes Exemplary Contexts.

Quanyu Long, Jianda Chen, Wenya Wang, 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, Wenya Wang, Sinno Jialin Pan

CoRR, 2024

Backdoor Attacks on Dense Passage Retrievers for Disseminating Misinformation.

Quanyu Long, Yue Deng, Leilei Gan, Wenya Wang, Sinno Jialin Pan

CoRR, 2024

2023

Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning.

Quanyu Long, Wenya Wang, Sinno Jialin Pan

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Domain Confused Contrastive Learning for Unsupervised Domain Adaptation.

Quanyu Long, Tianze Luo, Wenya Wang, Sinno Jialin Pan

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

Generative Imagination Elevates Machine Translation.

Quanyu Long, Mingxuan Wang, Lei Li

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020

QA4IE: A Question Answering Based System for Document-Level General Information Extraction.

Lin Qiu, Dongyu Ru, Quanyu Long, Weinan Zhang, Yong Yu

IEEE Access, 2020

On the Robustness of Language Encoders against Grammatical Errors.

Fan Yin, Quanyu Long, Tao Meng, Kai-Wei Chang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020