Chenyang Lyu

According to our database, Chenyang Lyu authored at least 36 papers between 2019 and 2024.

Collaborative distances:

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

2024

Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models.

Chenyang Lyu, Minghao Wu, Alham Fikri Aji

CoRR, 2024

2023

Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models.

Bingshuai Liu, Chenyang Lyu, Zijun Min, Zhanyu Wang, Jinsong Su, Longyue Wang

CoRR, 2023

GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation.

Zhanyu Wang, Longyue Wang, Zhen Zhao, Minghao Wu, Chenyang Lyu, Huayang Li, Deng Cai, Luping Zhou, Shuming Shi, Zhaopeng Tu

CoRR, 2023

A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question Answering.

Yunxin Li, Longyue Wang, Baotian Hu, Xinyu Chen, Wanqi Zhong, Chenyang Lyu, Min Zhang

CoRR, 2023

SyzTrust: State-aware Fuzzing on Trusted OS Designed for IoT Devices.

Qinying Wang, Boyu Chang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Gaoning Pan, Chenyang Lyu, Mathias Payer, Wenhai Wang, Raheem Beyah

CoRR, 2023

On the Cultural Gap in Text-to-Image Generation.

Bingshuai Liu, Longyue Wang, Chenyang Lyu, Yong Zhang, Jinsong Su, Shuming Shi, Zhaopeng Tu

CoRR, 2023

Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration.

Chenyang Lyu, Minghao Wu, Longyue Wang, Xinting Huang, Bingshuai Liu, Zefeng Du, Shuming Shi, Zhaopeng Tu

CoRR, 2023

Out-of-Distribution Generalization in Text Classification: Past, Present, and Future.

Linyi Yang, Yaoxiao Song, Xuan Ren, Chenyang Lyu, Yidong Wang, Lingqiao Liu, Jindong Wang, Jennifer Foster, Yue Zhang

CoRR, 2023

New Trends in Machine Translation using Large Language Models: Case Examples with ChatGPT.

Chenyang Lyu, Jitao Xu, Longyue Wang

CoRR, 2023

MINER: A Hybrid Data-Driven Approach for REST API Fuzzing.

Chenyang Lyu, Jiacheng Xu, Shouling Ji, Xuhong Zhang, Qinying Wang, Binbin Zhao, Gaoning Pan, Wei Cao, Raheem Beyah

CoRR, 2023

Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs.

Longyue Wang, Zhaopeng Tu, Yan Gu, Siyou Liu, Dian Yu, Qingsong Ma, Chenyang Lyu, Liting Zhou, Chao-Hong Liu, Yufeng Ma, Weiyu Chen, Yvette Graham, Bonnie Webber, Philipp Koehn, Andy Way, Yulin Yuan, Shuming Shi

Proceedings of the Eighth Conference on Machine Translation, 2023

UVSCAN: Detecting Third-Party Component Usage Violations in IoT Firmware.

Binbin Zhao, Shouling Ji, Xuhong Zhang, Yuan Tian, Qinying Wang, Yuwen Pu, Chenyang Lyu, Raheem Beyah

Proceedings of the 32nd USENIX Security Symposium, 2023

MINER: A Hybrid Data-Driven Approach for REST API Fuzzing.

Chenyang Lyu, Jiacheng Xu, Shouling Ji, Xuhong Zhang, Qinying Wang, Binbin Zhao, Gaoning Pan, Wei Cao, Peng Cheng, Raheem Beyah

Proceedings of the 32nd USENIX Security Symposium, 2023

Is a Video worth n n Images? A Highly Efficient Approach to Transformer-based Video Question Answering.

Chenyang Lyu, Tianbo Ji, Yvette Graham, Jennifer Foster

Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing, 2023

Graph-Based Video-Language Learning with Multi-Grained Audio-Visual Alignment.

Chenyang Lyu, Wenxi Li, Tianbo Ji, Longyue Wang, Liting Zhou, Cathal Gurrin, Linyi Yang, Yi Yu, Yvette Graham, Jennifer Foster

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Gated Multi-modal Fusion with Cross-modal Contrastive Learning for Video Question Answering.

Chenyang Lyu, Wenxi Li, Tianbo Ji, Liting Zhou, Cathal Gurrin

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future.

Linyi Yang, Yaoxian Song, Xuan Ren, Chenyang Lyu, Yidong Wang, Jingming Zhuo, Lingqiao Liu, Jindong Wang, Jennifer Foster, Yue Zhang

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

Document-Level Machine Translation with Large Language Models.

Longyue Wang, Chenyang Lyu, Tianbo Ji, Zhirui Zhang, Dian Yu, Shuming Shi, Zhaopeng Tu

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

Dialogue-to-Video Retrieval.

Chenyang Lyu, Manh-Duy Nguyen, Van-Tu Ninh, Liting Zhou, Cathal Gurrin, Jennifer Foster

Proceedings of the Advances in Information Retrieval, 2023

Exploiting Rich Textual User-Product Context for Improving Personalized Sentiment Analysis.

Chenyang Lyu, Linyi Yang, Yue Zhang, Yvette Graham, Jennifer Foster

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Semantic-Aware Dynamic Retrospective-Prospective Reasoning for Event-Level Video Question Answering.

Chenyang Lyu, Tianbo Ji, Yvette Graham, Jennifer Foster

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2023

2022

V-Fuzz: Vulnerability Prediction-Assisted Evolutionary Fuzzing for Binary Programs.

Yuwei Li, Shouling Ji, Chenyang Lyu, Yuan Chen, Jianhai Chen, Qinchen Gu, Chunming Wu, Raheem Beyah

IEEE Trans. Cybern., 2022

QAScore - An Unsupervised Unreferenced Metric for the Question Generation Evaluation.

Tianbo Ji, Chenyang Lyu, Gareth J. F. Jones, Liting Zhou, Yvette Graham

Entropy, 2022

One Bad Apple Spoils the Barrel: Understanding the Security Risks Introduced by Third-Party Components in IoT Firmware.

Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah

CoRR, 2022

Exploiting Rich Textual User-Product Context for Improving Sentiment Analysis.

Chenyang Lyu, Linyi Yang, Yue Zhang, Yvette Graham, Jennifer Foster

CoRR, 2022

EMS: History-Driven Mutation for Coverage-based Fuzzing.

Chenyang Lyu, Shouling Ji, Xuhong Zhang, Hong Liang, Binbin Zhao, Kangjie Lu, Raheem Beyah

Proceedings of the 29th Annual Network and Distributed System Security Symposium, 2022

A large-scale empirical analysis of the vulnerabilities introduced by third-party components in IoT firmware.

Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah

Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

SLIME: program-sensitive energy allocation for fuzzing.

Chenyang Lyu, Hong Liang, Shouling Ji, Xuhong Zhang, Binbin Zhao, Meng Han, Yun Li, Zhe Wang, Wenhai Wang, Raheem Beyah

Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

Achieving Reliable Human Assessment of Open-Domain Dialogue Systems.

Tianbo Ji, Yvette Graham, Gareth J. F. Jones, Chenyang Lyu, Qun Liu

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains.

Chenyang Lyu, Jennifer Foster, Yvette Graham

Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022

2021

Multi-Hop Question Generation Using Hierarchical Encoding-Decoding and Context Switch Mechanism.

Tianbo Ji, Chenyang Lyu, Zhichao Cao, Peng Cheng

Entropy, 2021

UNIFUZZ: A Holistic and Pragmatic Metrics-Driven Platform for Evaluating Fuzzers.

Yuwei Li, Shouling Ji, Yuan Chen, Sizhuang Liang, Wei-Han Lee, Yueyao Chen, Chenyang Lyu, Chunming Wu, Raheem Beyah, Peng Cheng, Kangjie Lu, Ting Wang

Proceedings of the 30th USENIX Security Symposium, 2021

Improving Unsupervised Question Answering via Summarization-Informed Question Generation.

Chenyang Lyu, Lifeng Shang, Yvette Graham, Jennifer Foster, Xin Jiang, Qun Liu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Incorporating Context and Knowledge for Better Sentiment Analysis of Narrative Text.

Chenyang Lyu, Tianbo Ji, Yvette Graham

Proceedings of Text2Story, 2020

Improving Document-Level Sentiment Analysis with User and Product Context.

Chenyang Lyu, Jennifer Foster, Yvette Graham

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

MOPT: Optimized Mutation Scheduling for Fuzzers.

Chenyang Lyu, Shouling Ji, Chao Zhang, Yuwei Li, Wei-Han Lee, Yu Song, Raheem Beyah

Proceedings of the 28th USENIX Security Symposium, 2019