| 2026 | AAAI | Causality Matters: How Temporal Information Emerges in Video Language Models. | Yumeng Shi, Quanyu Long, Yin Wu, Wenya Wang |
| 2026 | ACL | Programming over Thinking: Efficient and Robust Multi-Constraint Planning. | Derrick Goh Xin Deik, Quanyu Long, Zhengyuan Liu, Nancy F. Chen, Wenya Wang |
| 2026 | ACL | From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation. | Ziwei Huang, Yin Shu, Hao Fang, Quanyu Long, Wenya Wang, Qiushi Guo, Tiezheng Ge, Leilei Gan |
| 2026 | ACL | Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification. | Qisheng Hu, Quanyu Long, Wenya Wang |
| 2026 | SIGIR | Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries. | Yin Wu, Quanyu Long, Jing Li, Jianfei Yu, Wenya Wang |
| 2025 | ACL | 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 |
| 2025 | ACL | 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 |
| 2025 | EMNLP | Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering. | Yumeng Shi, Quanyu Long, Wenya Wang |
| 2025 | NAACL | Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance? | Qisheng Hu, Quanyu Long, Wenya Wang |
| 2023 | EMNLP | Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning. | Quanyu Long, Wenya Wang, Sinno Jialin Pan |
| 2022 | NAACL | Domain Confused Contrastive Learning for Unsupervised Domain Adaptation. | Quanyu Long, Tianze Luo, Wenya Wang, Sinno Jialin Pan |
| 2021 | NAACL | Generative Imagination Elevates Machine Translation. | Quanyu Long, Mingxuan Wang, Lei Li |
| 2020 | ACL | On the Robustness of Language Encoders against Grammatical Errors. | Fan Yin, Quanyu Long, Tao Meng, Kai-Wei Chang |