Chenyang Lyu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 54

Top Topics

Sentiment Analysis

Question Answering

Top Venues

USENIX Security Symposium

Publications

Chenyang Lyu, Minghao Wu, Alham Fikri Aji
Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models. CoRR (2024)
Teresa Lynn, Malik H. Altakrori, Samar Mohamed Magdy, Rocktim Jyoti Das, Chenyang Lyu, Mohamed Nasr, Younes Samih, Alham Fikri Aji, Preslav Nakov, Shantanu Godbole, Salim Roukos, Radu Florian, Nizar Habash
Can a Multichoice Dataset be Repurposed for Extractive Question Answering? CoRR (2024)
Chenyang Lyu, Wenxi Li, Tianbo Ji, Yi Yu, Longyue Wang
Semantic Enrichment for Video Question Answering with Gated Graph Neural Networks. ICASSP (2024)
David Romero, Chenyang Lyu, Haryo Akbarianto Wibowo, Teresa Lynn, Injy Hamed, Aditya Nanda Kishore, Aishik Mandal, Alina Dragonetti, Artem Abzaliev, Atnafu Lambebo Tonja, Bontu Fufa Balcha, Chenxi Whitehouse, Christian Salamea, Dan John Velasco, David Ifeoluwa Adelani, David Le Meur, Emilio Villa-Cueva, Fajri Koto, Fauzan Farooqui, Frederico Belcavello, Ganzorig Batnasan, Gisela Vallejo, Grainne Caulfield, Guido Ivetta, Haiyue Song, Henok Biadglign Ademtew, Hernán Maina, Holy Lovenia, Israel Abebe Azime, Jan Christian Blaise Cruz, Jay P. Gala, Jiahui Geng, Jesús-Germán Ortiz-Barajas, Jinheon Baek, Jocelyn Dunstan, Laura Alonso Alemany, Kumaranage Ravindu Yasas Nagasinghe, Luciana Benotti, Luis Fernando D'Haro, Marcelo Viridiano, Marcos Estecha-Garitagoitia, Maria Camila Buitrago Cabrera, Mario Rodríguez-Cantelar, Mélanie Jouitteau, Mihail Mihaylov, Mohamed Fazli Mohamed Imam, Muhammad Farid Adilazuarda, Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Naome A. Etori, Olivier Niyomugisha, Paula Mónica Silva, Pranjal A. Chitale, Raj Dabre, Rendi Chevi, Ruochen Zhang, Ryandito Diandaru, Samuel Cahyawijaya, Santiago Góngora, Soyeong Jeong, Sukannya Purkayastha, Tatsuki Kuribayashi, Thanmay Jayakumar, Tiago Timponi Torrent, Toqeer Ehsan, Vladimir Araujo, Yova Kementchedjhieva, Zara Burzo, Zheng Wei Lim, Zheng Xin Yong, Oana Ignat, Joan Nwatu, Rada Mihalcea, Thamar Solorio, Alham Fikri Aji
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark. CoRR (2024)
Longyue Wang, Zefeng Du, Wenxiang Jiao, Chenyang Lyu, Jianhui Pang, Leyang Cui, Kaiqiang Song, Derek F. Wong, Shuming Shi, Zhaopeng Tu
Benchmarking and Improving Long-Text Translation with Large Language Models. ACL (Findings) (2024)
Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah
One Bad Apple Spoils the Barrel: Understanding the Security Risks Introduced by Third-Party Components in IoT Firmware. IEEE Trans. Dependable Secur. Comput. 21 (3) (2024)
Chenyang Lyu, Zefeng Du, Jitao Xu, Yitao Duan, Minghao Wu, Teresa Lynn, Alham Fikri Aji, Derek F. Wong, Longyue Wang
A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models. LREC/COLING (2024)
Chenyang Lyu, Tianbo Ji, Yvette Graham, Jennifer Foster
Is a Video worth n×n Images? A Highly Efficient Approach to Transformer-based Video Question Answering. CoRR (2023)
Chenyang Lyu, Jitao Xu, Longyue Wang
New Trends in Machine Translation using Large Language Models: Case Examples with ChatGPT. CoRR (2023)
Chenyang Lyu, Wenxi Li, Tianbo Ji, Liting Zhou, Cathal Gurrin
Gated Multi-modal Fusion with Cross-modal Contrastive Learning for Video Question Answering. ICANN (7) (2023)
Chenyang Lyu, Wenxi Li, Tianbo Ji, Longyue Wang, Liting Zhou, Cathal Gurrin, Linyi Yang, Yi Yu, Yvette Graham, Jennifer Foster
Graph-Based Video-Language Learning with Multi-Grained Audio-Visual Alignment. ACM Multimedia (2023)
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
Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs. WMT (2023)
Chenyang Lyu, Tianbo Ji, Yvette Graham, Jennifer Foster
Is a Video worth n n Images? A Highly Efficient Approach to Transformer-based Video Question Answering. SustaiNLP (2023)
Chenyang Lyu, Tianbo Ji, Yvette Graham, Jennifer Foster
Semantic-Aware Dynamic Retrospective-Prospective Reasoning for Event-Level Video Question Answering. ACL (student) (2023)
Binbin Zhao, Shouling Ji, Xuhong Zhang, Yuan Tian, Qinying Wang, Yuwen Pu, Chenyang Lyu, Raheem Beyah
UVSCAN: Detecting Third-Party Component Usage Violations in IoT Firmware. USENIX Security Symposium (2023)
Qinying Wang, Boyu Chang, Shouling Ji, Yuan Tian, Xuhong Zhang, Binbin Zhao, Gaoning Pan, Chenyang Lyu, Mathias Payer, Wenhai Wang, Raheem Beyah
SyzTrust: State-aware Fuzzing on Trusted OS Designed for IoT Devices. CoRR (2023)
Linyi Yang, Yaoxiao Song, Xuan Ren, Chenyang Lyu, Yidong Wang, Lingqiao Liu, Jindong Wang, Jennifer Foster, Yue Zhang
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future. CoRR (2023)
Chenyang Lyu, Jiacheng Xu, Shouling Ji, Xuhong Zhang, Qinying Wang, Binbin Zhao, Gaoning Pan, Wei Cao, Peng Cheng, Raheem Beyah
MINER: A Hybrid Data-Driven Approach for REST API Fuzzing. USENIX Security Symposium (2023)
Chenyang Lyu, Tianbo Ji, Yvette Graham, Jennifer Foster
Semantic-aware Dynamic Retrospective-Prospective Reasoning for Event-level Video Question Answering. CoRR (2023)
Binbin Zhao, Shouling Ji, Xuhong Zhang, Yuan Tian, Qinying Wang, Yuwen Pu, Chenyang Lyu, Raheem Beyah
UVSCAN: Detecting Third-Party Component Usage Violations in IoT Firmware. CoRR (2023)
Bingshuai Liu, Chenyang Lyu, Zijun Min, Zhanyu Wang, Jinsong Su, Longyue Wang
Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models. CoRR (2023)
Yunxin Li, Longyue Wang, Baotian Hu, Xinyu Chen, Wanqi Zhong, Chenyang Lyu, Min Zhang
A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question Answering. CoRR (2023)
Bingshuai Liu, Longyue Wang, Chenyang Lyu, Yong Zhang, Jinsong Su, Shuming Shi, Zhaopeng Tu
On the Cultural Gap in Text-to-Image Generation. CoRR (2023)
Zhanyu Wang, Longyue Wang, Zhen Zhao, Minghao Wu, Chenyang Lyu, Huayang Li, Deng Cai, Luping Zhou, Shuming Shi, Zhaopeng Tu
GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation. CoRR (2023)
Chenyang Lyu, Manh-Duy Nguyen, Van-Tu Ninh, Liting Zhou, Cathal Gurrin, Jennifer Foster
Dialogue-to-Video Retrieval. ECIR (2) (2023)
Chenyang Lyu, Linyi Yang, Yue Zhang, Yvette Graham, Jennifer Foster
Exploiting Rich Textual User-Product Context for Improving Personalized Sentiment Analysis. ACL (Findings) (2023)
Longyue Wang, Chenyang Lyu, Tianbo Ji, Zhirui Zhang, Dian Yu, Shuming Shi, Zhaopeng Tu
Document-Level Machine Translation with Large Language Models. CoRR (2023)
Chenyang Lyu, Minghao Wu, Longyue Wang, Xinting Huang, Bingshuai Liu, Zefeng Du, Shuming Shi, Zhaopeng Tu
Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration. CoRR (2023)
Linyi Yang, Yaoxian Song, Xuan Ren, Chenyang Lyu, Yidong Wang, Jingming Zhuo, Lingqiao Liu, Jindong Wang, Jennifer Foster, Yue Zhang
Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future. EMNLP (2023)
Chenyang Lyu, Manh-Duy Nguyen, Van-Tu Ninh, Liting Zhou, Cathal Gurrin, Jennifer Foster
Dialogue-to-Video Retrieval. CoRR (2023)
Chenyang Lyu, Jiacheng Xu, Shouling Ji, Xuhong Zhang, Qinying Wang, Binbin Zhao, Gaoning Pan, Wei Cao, Raheem Beyah
MINER: A Hybrid Data-Driven Approach for REST API Fuzzing. CoRR (2023)
Longyue Wang, Chenyang Lyu, Tianbo Ji, Zhirui Zhang, Dian Yu, Shuming Shi, Zhaopeng Tu
Document-Level Machine Translation with Large Language Models. EMNLP (2023)
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
Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs. CoRR (2023)
Chenyang Lyu, Linyi Yang, Yue Zhang, Yvette Graham, Jennifer Foster
Exploiting Rich Textual User-Product Context for Improving Sentiment Analysis. CoRR (2022)
Tianbo Ji, Yvette Graham, Gareth J. F. Jones, Chenyang Lyu, Qun Liu
Achieving Reliable Human Assessment of Open-Domain Dialogue Systems. ACL (1) (2022)
Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah
One Bad Apple Spoils the Barrel: Understanding the Security Risks Introduced by Third-Party Components in IoT Firmware. CoRR (2022)
Chenyang Lyu, Jennifer Foster, Yvette Graham
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains. CoRR (2022)
Tianbo Ji, Chenyang Lyu, Gareth J. F. Jones, Liting Zhou, Yvette Graham
QAScore - An Unsupervised Unreferenced Metric for the Question Generation Evaluation. Entropy 24 (11) (2022)
Chenyang Lyu, Shouling Ji, Xuhong Zhang, Hong Liang, Binbin Zhao, Kangjie Lu, Raheem Beyah
EMS: History-Driven Mutation for Coverage-based Fuzzing. NDSS (2022)
Chenyang Lyu, Hong Liang, Shouling Ji, Xuhong Zhang, Binbin Zhao, Meng Han, Yun Li, Zhe Wang, Wenhai Wang, Raheem Beyah
SLIME: program-sensitive energy allocation for fuzzing. ISSTA (2022)
Binbin Zhao, Shouling Ji, Jiacheng Xu, Yuan Tian, Qiuyang Wei, Qinying Wang, Chenyang Lyu, Xuhong Zhang, Changting Lin, Jingzheng Wu, Raheem Beyah
A large-scale empirical analysis of the vulnerabilities introduced by third-party components in IoT firmware. ISSTA (2022)
Yuwei Li, Shouling Ji, Chenyang Lyu, Yuan Chen, Jianhai Chen, Qinchen Gu, Chunming Wu, Raheem Beyah
V-Fuzz: Vulnerability Prediction-Assisted Evolutionary Fuzzing for Binary Programs. IEEE Trans. Cybern. 52 (5) (2022)
Tianbo Ji, Chenyang Lyu, Gareth J. F. Jones, Liting Zhou, Yvette Graham
QAScore - An Unsupervised Unreferenced Metric for the Question Generation Evaluation. CoRR (2022)
Tianbo Ji, Yvette Graham, Gareth J. F. Jones, Chenyang Lyu, Qun Liu
Achieving Reliable Human Assessment of Open-Domain Dialogue Systems. CoRR (2022)
Chenyang Lyu, Jennifer Foster, Yvette Graham
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains. Insights@ACL (2022)
Chenyang Lyu, Lifeng Shang, Yvette Graham, Jennifer Foster, Xin Jiang, Qun Liu
Improving Unsupervised Question Answering via Summarization-Informed Question Generation. EMNLP (1) (2021)
Tianbo Ji, Chenyang Lyu, Zhichao Cao, Peng Cheng
Multi-Hop Question Generation Using Hierarchical Encoding-Decoding and Context Switch Mechanism. Entropy 23 (11) (2021)
Chenyang Lyu, Lifeng Shang, Yvette Graham, Jennifer Foster, Xin Jiang, Qun Liu
Improving Unsupervised Question Answering via Summarization-Informed Question Generation. CoRR (2021)
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
UNIFUZZ: A Holistic and Pragmatic Metrics-Driven Platform for Evaluating Fuzzers. USENIX Security Symposium (2021)
Chenyang Lyu, Jennifer Foster, Yvette Graham
Improving Document-Level Sentiment Analysis with User and Product Context. COLING (2020)
Chenyang Lyu, Jennifer Foster, Yvette Graham
Improving Document-Level Sentiment Analysis with User and Product Context. CoRR (2020)
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
UNIFUZZ: A Holistic and Pragmatic Metrics-Driven Platform for Evaluating Fuzzers. CoRR (2020)
Chenyang Lyu, Tianbo Ji, Yvette Graham
Incorporating Context and Knowledge for Better Sentiment Analysis of Narrative Text. Text2Story@ECIR (2020)
Chenyang Lyu, Shouling Ji, Chao Zhang, Yuwei Li, Wei-Han Lee, Yu Song, Raheem Beyah
MOPT: Optimized Mutation Scheduling for Fuzzers. USENIX Security Symposium (2019)