Chenyang Lyu

According to our database, Chenyang Lyu authored at least 84 papers between 2019 and 2026.

Collaborative distances:

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

2026

Trust No Tool: Evaluating and Defending LLM Agents under Untrusted Tool Feedback.

Lecheng Yan, Ruizhe Li, Xicheng Han, Wenxi Li, Binwu Wang, Longyue Wang, Chenyang Lyu, Guanhua Chen

CoRR, May, 2026

SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures.

Nedjma Ousidhoum, Junho Myung, Carla Pérez-Almendros, Jiho Jin, Amr Keleg, Meriem Beloucif, Yi Zhou, Rodrigo Agerri, Vladimir Araujo, Naomi Baes, James Barry, Joanne Boisson, Nancy F. Chen, Christine de Kock, Aleksandra Edwards, Joseba Fernandez de Landa, Mohamed Fazli Imam, Huda Hakami, Shu-Kai Hsieh, Joseph Marvin Imperial, Roy Ka-Wei Lee, Zhengyuan Liu, Chenyang Lyu, Younes Samih, Johan Sjons, Bryan Tan, Asahi Ushio, Weihua Zheng, Alice Oh, José Camacho-Collados

CoRR, May, 2026

Marco-MoE: Open Multilingual Mixture-of-Expert Language Models with Efficient Upcycling.

Fan Jiang, Yu Zhao, Chenyang Lyu, Tianqi Shi, Yichao Du, Feihu Jiang, Longyue Wang, Weihua Luo

CoRR, April, 2026

CulturALL: Benchmarking Multilingual and Multicultural Competence of LLMs on Grounded Tasks.

Peiqin Lin, Chenyang Lyu, Wenjiang Luo, Haotian Ye, Md Mehrab Hossain, Chunlan Ma, Shaoxiong Ji, Younes Samih, Bo Zeng, Fan Jiang, Yuanbin Cao, Dilda Duisenbek, Adrian Neo Sau Xun, Daria Pozdniakova, Liubou Misevich, Nevena Marinkovic, Ngoc Gia Linh Nguyen, Thi Khanh Linh Do, Sarakmatak Sophy, Baotian Hu, Guanhua Chen, Gongbo Tang, Alham Fikri Aji, Longyue Wang, Weihua Luo

CoRR, April, 2026

Contextual and Seasonal LSTMs for Time Series Anomaly Detection.

Lingpei Zhang, Qingming Li, Yong Yang, Jiahao Chen, Rui Zeng, Chenyang Lyu, Shouling Ji

CoRR, February, 2026

Speech-XL: Towards Long-Form Speech Understanding in Large Speech Language Models.

Haoqin Sun, Chenyang Lyu, Shiwan Zhao, Xuanfan Ni, Xiangyu Kong, Longyue Wang, Weihua Luo, Yong Qin

CoRR, February, 2026

LongSpeech: A Scalable Benchmark for Transcription, Translation and Understanding in Long Speech.

Fei Yang, Xuanfan Ni, Renyi Yang, Jiahui Geng, Qing Li, Chenyang Lyu, Yichao Du, Longyue Wang, Weihua Luo, Kaifu Zhang

CoRR, January, 2026

Enhancing 3D medical multi-modal large language models with integrated human body priors for computed tomography.

Leilei Zeng, Jie Liu, Wenting Chen, Chenyang Lyu, Wenxi Li, Shaonan Liu, Xiande Zhou, Linlin Shen

Pattern Recognit., 2026

CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval.

Jiahui Geng, Fengyu Cai, Shaobo Cui, Qing Li, Liangwei Chen, Chenyang Lyu, Haonan Li, Derui Zhu, Alexander Pretschner, Heinz Koeppl, Fakhri Karray

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

GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object Detection.

Xiang Li, Wenxi Li, Yuetong Wang, Chenyang Lyu, Haozhe Lin, Guiguang Ding, Yuchen Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Marco-ASR: A Principled and Metric-Driven Framework for Fine-Tuning Large-Scale ASR Models for Domain Adaptation.

Xuanfan Ni, Fei Yang, Fengping Tian, Qingjuan Li, Chenyang Lyu, Yichao Du, Longyue Wang, Weihua Luo, Kaifu Zhang

CoRR, December, 2025

The Affective Bridge: Unifying Feature Representations for Speech Deepfake Detection.

Yupei Li, Chenyang Lyu, Longyue Wang, Weihua Luo, Kaifu Zhang, Björn W. Schuller

CoRR, December, 2025

MECap-R1: Emotion-aware Policy with Reinforcement Learning for Multimodal Emotion Captioning.

Haoqin Sun, Chenyang Lyu, Xiangyu Kong, Shiwan Zhao, Jiaming Zhou, Hui Wang, Aobo Kong, Jinghua Zhao, Longyue Wang, Weihua Luo, Kaifu Zhang, Yong Qin

CoRR, September, 2025

Marco-Voice Technical Report.

Fengping Tian, Chenyang Lyu, Xuanfan Ni, Haoqin Sun, Qingjuan Li, Zhiqiang Qian, Haijun Li, Longyue Wang, Zhao Xu, Weihua Luo, Kaifu Zhang

CoRR, August, 2025

Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language Models.

Bo Zeng, Chenyang Lyu, Sinuo Liu, Mingyan Zeng, Minghao Wu, Xuanfan Ni, Tianqi Shi, Yu Zhao, Yefeng Liu, Chenyu Zhu, Ruizhe Li, Jiahui Geng, Qing Li, Yu Tong, Longyue Wang, Weihua Luo, Kaifu Zhang

CoRR, July, 2025

Rethinking Multilingual Vision-Language Translation: Dataset, Evaluation, and Adaptation.

Xintong Wang, Jingheng Pan, Yixiao Liu, Xiaohu Zhao, Chenyang Lyu, Minghao Wu, Chris Biemann, Longyue Wang, Linlong Xu, Weihua Luo, Kaifu Zhang

CoRR, June, 2025

CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval.

Jiahui Geng, Fengyu Cai, Shaobo Cui, Qing Li, Liangwei Chen, Chenyang Lyu, Haonan Li, Derui Zhu, Walter Pretschner, Heinz Koeppl, Fakhri Karray

CoRR, June, 2025

Adaptive Traffic Signal Control for Energy Efficiency Using Deep Learning and Consumer Electronics.

Tianbo Ji, Peng Cheng, Kechen Li, Zhichao Cao, Zexia Duan, Chenyang Lyu

IEEE Trans. Consumer Electron., May, 2025

TransBench: Benchmarking Machine Translation for Industrial-Scale Applications.

Haijun Li, Tianqi Shi, Zifu Shang, Yuxuan Han, Xueyu Zhao, Hao Wang, Yu Qian, Zhiqiang Qian, Linlong Xu, Minghao Wu, Chenyang Lyu, Longyue Wang, Gongbo Tang, Weihua Luo, Zhao Xu, Kaifu Zhang

CoRR, May, 2025

The Bitter Lesson Learned from 2,000+ Multilingual Benchmarks.

Minghao Wu, Weixuan Wang, Sinuo Liu, Huifeng Yin, Xintong Wang, Yu Zhao, Chenyang Lyu, Longyue Wang, Weihua Luo, Kaifu Zhang

CoRR, April, 2025

New Trends for Modern Machine Translation with Large Reasoning Models.

Sinuo Liu, Chenyang Lyu, Minghao Wu, Longyue Wang, Weihua Luo, Kaifu Zhang, Zifu Shang

CoRR, March, 2025

Towards Widening The Distillation Bottleneck for Reasoning Models.

Huifeng Yin, Yu Zhao, Minghao Wu, Xuanfan Ni, Bo Zeng, Hao Wang, Tianqi Shi, Liangying Shao, Chenyang Lyu, Longyue Wang, Weihua Luo, Kaifu Zhang

CoRR, March, 2025

DBudgetKV: Dynamic Budget in KV Cache Compression for Ensuring Optimal Performance.

Xuanfan Ni, Liyan Xu, Chenyang Lyu, Longyue Wang, Mo Yu, Lemao Liu, Fandong Meng, Jie Zhou, Piji Li

CoRR, February, 2025

Towards Lightweight, Adaptive and Attribute-Aware Multi-Aspect Controllable Text Generation with Large Language Models.

Chenyu Zhu, Yefeng Liu, Chenyang Lyu, Xue Yang, Guanhua Chen, Longyue Wang, Weihua Luo, Kaifu Zhang

CoRR, February, 2025

Can Multimodal LLMs do Visual Temporal Understanding and Reasoning? The answer is No!

Mohamed Fazli Mohamed Imam, Chenyang Lyu, Alham Fikri Aji

CoRR, January, 2025

On the Taxonomy, Tasks, and Open-Challenges for Multimodal Large Language Models.

Lecheng Yan, Ruizhe Li, Jiahui Geng, Qing Li, Minghao Wu, Zhanyu Wang, Wenxi Li, Tianbo Ji, Shaochen Jiang, Chenyang Lyu

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

UniAVLM: Unified Large Audio-Visual Language Models for Comprehensive Video Understanding.

Lecheng Yan, Chenyang Lyu, Wenxi Li, Younes Samih, Shaochen Jiang

Proceedings of the PRICAI 2025: Trends in Artificial Intelligence, 2025

Overview of the NTCIR-18 Lifelog-6 Task.

Liting Zhou, Cathal Gurrin, Hsin-Hung Chen, Hideo Joho, Chenyang Lyu, Longyue Wang, Graham Healy, Ly-Duyen Tran, Quang-Linh Tran, Hoang Bao Le, Duc-Tien Dang-Nguyen, Tianbo Ji

Proceedings of the 18th NTCIR Conference on Evaluation of Information Access Technologies, 2025

Rethinking Document Layout Analysis through Text Clustering via Multi-Modal Graph Convolution Networks.

Wenxi Li, Chenyang Lyu, Wei Ji, Liting Zhou, Cathal Gurrin, Yuchen Guo

Proceedings of the IEEE International Workshop on Multimedia Signal Processing, 2025

EditEval: Towards Comprehensive and Automatic Evaluation for Text-guided Video Editing.

Bingshuai Liu, Ante Wang, Zijun Min, Chenyang Lyu, Longyue Wang, Zhihao Wang, Xu Han, Peng Li, Jinsong Su

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Retrieval-Augmented Multi-Modal Chain-of-Thoughts Reasoning for Large Language Models.

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

Proceedings of the International Joint Conference on Neural Networks, 2025

Enhancing Video-Text Matching via Sparse Stratified Sampling.

Chenyang Lyu, Wenxi Li, Tianbo Ji, Liting Zhou, Pintu Lohar, Yi Yu, Longyue Wang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

From Multiple-Choice to Extractive QA: A Case Study for English and Arabic.

Teresa Lynn, Malik H. Altakrori, Samar Mohamed Magdy, Rocktim Jyoti Das, Chenyang Lyu, Mohamed Nasr, Younes Samih, Kirill Chirkunov, Alham Fikri Aji, Preslav Nakov, Shantanu Godbole, Salim Roukos, Radu Florian, Nizar Habash

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language.

Bo Zeng, Chenyang Lyu, Sinuo Liu, Mingyan Zeng, Minghao Wu, Xuanfan Ni, Tianqi Shi, Yu Zhao, Yefeng Liu, Chenyu Zhu, Ruizhe Li, Jiahui Geng, Qing Li, Yu Tong, Longyue Wang, Weihua Luo, Kaifu Zhang

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

Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models.

Huifeng Yin, Yu Zhao, Minghao Wu, Xuanfan Ni, Bo Zeng, Hao Wang, Tianqi Shi, Liangying Shao, Chenyang Lyu, Longyue Wang, Weihua Luo, Kaifu Zhang

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

VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration.

Jiahui Geng, Qing Li, Zongxiong Chen, Yuxia Wang, Derui Zhu, Zhuohan Xie, Chenyang Lyu, Xiuying Chen, Preslav Nakov, Fakhri Karray

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

HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs.

Qing Li, Jiahui Geng, Zongxiong Chen, Derui Zhu, Yuxia Wang, Congbo Ma, Chenyang Lyu, Fakhri Karray

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

2024

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

IEEE Trans. Dependable Secur. Comput., 2024

Marco-LLM: Bridging Languages via Massive Multilingual Training for Cross-Lingual Enhancement.

Lingfeng Ming, Bo Zeng, Chenyang Lyu, Tianqi Shi, Yu Zhao, Xue Yang, Yefeng Liu, Yiyu Wang, Linlong Xu, Yangyang Liu, Xiaohu Zhao, Hao Wang, Heng Liu, Hao Zhou, Huifeng Yin, Zifu Shang, Haijun Li, Longyue Wang, Weihua Luo, Kaifu Zhang

CoRR, 2024

Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions.

Yu Zhao, Huifeng Yin, Bo Zeng, Hao Wang, Tianqi Shi, Chenyang Lyu, Longyue Wang, Weihua Luo, Kaifu Zhang

CoRR, 2024

Large Language Models as Code Executors: An Exploratory Study.

Chenyang Lyu, Lecheng Yan, Rui Xing, Wenxi Li, Younes Samih, Tianbo Ji, Longyue Wang

CoRR, 2024

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark.

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

CoRR, 2024

Can a Multichoice Dataset be Repurposed for Extractive Question Answering?

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

CoRR, 2024

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

Chenyang Lyu, Minghao Wu, Alham Fikri Aji

CoRR, 2024

Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation.

Longyue Wang, Siyou Liu, Chenyang Lyu, Wenxiang Jiao, Xing Wang, Jiahao Xu, Zhaopeng Tu, Yan Gu, Weiyu Chen, Minghao Wu, Liting Zhou, Philipp Koehn, Andy Way, Yulin Yuan

Proceedings of the Ninth Conference on Machine Translation, 2024

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

Proceedings of the IEEE Symposium on Security and Privacy, 2024

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark.

David Romero, Chenyang Lyu, Haryo Akbarianto Wibowo, Santiago Góngora, Aishik Mandal, Sukannya Purkayastha, Jesús-Germán Ortiz-Barajas, Emilio Villa-Cueva, Jinheon Baek, Soyeong Jeong, Injy Hamed, Zheng Xin Yong, Zheng Wei Lim, Paula Mónica Silva, Jocelyn Dunstan, Mélanie Jouitteau, David Le Meur, Joan Nwatu, Ganzorig Batnasan, Munkh-Erdene Otgonbold, Munkhjargal Gochoo, Guido Ivetta, Luciana Benotti, Laura Alonso Alemany, Hernán Maina, Jiahui Geng, Tiago Timponi Torrent, Frederico Belcavello, Marcelo Viridiano, Jan Christian Blaise Cruz, Dan John Velasco, Oana Ignat, Zara Burzo, Chenxi Whitehouse, Artem Abzaliev, Teresa Clifford, Grainne Caulfield, Teresa Lynn, Christian Salamea Palacios, Vladimir Araujo, Yova Kementchedjhieva, Mihail Mihaylov, Israel Abebe Azime, Henok Biadglign Ademtew, Bontu Fufa Balcha, Naome A. Etori, David Ifeoluwa Adelani, Rada Mihalcea, Atnafu Lambebo Tonja, Maria Camila Buitrago Cabrera, Gisela Vallejo, Holy Lovenia, Ruochen Zhang, Marcos Estecha-Garitagoitia, Mario Rodríguez-Cantelar, Toqeer Ehsan, Rendi Chevi, Muhammad Farid Adilazuarda, Ryandito Diandaru, Samuel Cahyawijaya, Fajri Koto, Tatsuki Kuribayashi, Haiyue Song, Aditya Khandavally, Thanmay Jayakumar, Raj Dabre, Mohamed Fazli Mohamed Imam, Kumaranage Ravindu Yasas Nagasinghe, Alina Dragonetti, Luis Fernando D'Haro, Olivier Niyomugisha, Jay Gala, Pranjal A. Chitale, Fauzan Farooqui, Thamar Solorio, Alham Fikri Aji

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

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

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Semantic Enrichment for Video Question Answering with Gated Graph Neural Networks.

Chenyang Lyu, Wenxi Li, Tianbo Ji, Yi Yu, Longyue Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

Reference-free Hallucination Detection for Large Vision-Language Models.

Qing Li, Jiahui Geng, Chenyang Lyu, Derui Zhu, Maxim Panov, Fakhri Karray

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

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

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

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models.

Chenyang Lyu, Zefeng Du, Jitao Xu, Yitao Duan, Minghao Wu, Teresa Lynn, Alham Fikri Aji, Derek F. Wong, Longyue Wang

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Benchmarking and Improving Long-Text Translation with Large Language Models.

Longyue Wang, Zefeng Du, Wenxiang Jiao, Chenyang Lyu, Jianhui Pang, Leyang Cui, Kaiqiang Song, Derek F. Wong, Shuming Shi, Zhaopeng Tu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

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

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

Overview of the NTCIR-17 Lifelog-5 Task.

Liting Zhou, Graham Healy, Cathal Gurrin, Ly-Duyen Tran, Naushad Alam, Hideo Joho, Longyue Wang, Tianbo Ji, Chenyang Lyu, Duc-Tien Dang-Nguyen

Proceedings of the 17th NTCIR Conference on Evaluation of Information Access Technologies, 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 (Volume 4: 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

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