CL
Chenyang Lyu
cs.CLcs.AIcs.CVcs.SDcs.IRcs.LGAutomobile Drivingcs.MAcs.MMcs.SE
On Valency
published · living versionsW_bm4nrx2d·v1 · currentpublished
The Web Doesn't Sit Still: Adversarial Self-Evolving Attacks on Search Agents
with Geyuan Wang, Shunyu Liu, Siyuan Liang, Dacheng Tao
1 version
W_yvyqewe8·v1published
Preprints & journals
45 papers in the corpus · 2020–2026PW-Pruning: Phase-Aware Expert Selection for Speech-Centric Omni-Modal Models2610.26891v1 · Junjie Cao, Fengping Tian, Wenjie Zhou et al.2026 · 0 citationsarXiv
Recall Begets Recall: Recurrent Memory Ranking for Personalized LLMs2610.16137v1 · Pengyue Jia, Shida Yan, Shunyu Liu et al.2026 · 0 citationsarXiv
Crayotter: Traceable Multi-Agent Workflows for Long-Form Video Editing2606.07636v2 · Lecheng Yan, Yichong Zhang, Xiantao Xu et al.2026 · 0 citationsarXiv
SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures2605.02601v1 · Nedjma Ousidhoum, Junho Myung, Carla Perez-Almendros et al.2026 · 0 citationsarXiv
CulturALL: Benchmarking Multilingual and Multicultural Competence of LLMs on Grounded Tasks2604.19262v1 · Peiqin Lin, Chenyang Lyu, Wenjiang Luo et al.2026 · 0 citationsarXiv
Speech-XL: Towards Long-Form Speech Understanding in Large Speech Language Models2602.05373v1 · Haoqin Sun, Chenyang Lyu, Shiwan Zhao et al.2026 · 0 citationsarXiv
LongSpeech: A Scalable Benchmark for Transcription, Translation and Understanding in Long Speech2601.13539v1 · Fei Yang, Xuanfan Ni, Renyi Yang et al.2026 · 0 citationsarXiv
Marco-ASR: A Principled and Metric-Driven Framework for Fine-Tuning Large-Scale ASR Models for Domain Adaptation2512.22165v1 · Xuanfan Ni, Fei Yang, Fengping Tian et al.2025 · 0 citationsarXiv
Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language Models2507.11882v1 · Bo Zeng, Chenyang Lyu, Sinuo Liu et al.2025 · 0 citationsarXiv
Rethinking Multilingual Vision-Language Translation: Dataset, Evaluation, and Adaptation2506.11820v1 · Xintong Wang, Jingheng Pan, Yixiao Liu et al.2025 · 0 citationsarXiv
CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval2506.11066v3 · Jiahui Geng, Fengyu Cai, Shaobo Cui et al.2025 · 0 citationsarXiv
HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs2506.00088v1 · Qing Li, Jiahui Geng, Zongxiong Chen et al.2025 · 2 citationsarXiv
VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration2505.20362v1 · Jiahui Geng, Qing Li, Zongxiong Chen et al.2025 · 1 citationarXiv
TransBench: Benchmarking Machine Translation for Industrial-Scale Applications2505.14244v1 · Haijun Li, Tianqi Shi, Zifu Shang et al.2025 · 0 citationsarXiv
The Bitter Lesson Learned from 2,000+ Multilingual Benchmarks2504.15521v1 · Minghao Wu, Weixuan Wang, Sinuo Liu et al.2025 · 1 citationarXiv
SAUCE: Selective Concept Unlearning in Vision-Language Models with Sparse Autoencoders2503.14530v2 · Qing Li, Jiahui Geng, Derui Zhu et al.2025 · 0 citationsarXiv
New Trends for Modern Machine Translation with Large Reasoning Models2503.10351v2 · Sinuo Liu, Chenyang Lyu, Minghao Wu et al.2025 · 0 citationsarXiv
Towards Lightweight, Adaptive and Attribute-Aware Multi-Aspect Controllable Text Generation with Large Language Models2502.13474v1 · Chenyu Zhu, Yefeng Liu, Chenyang Lyu et al.2025 · 0 citationsarXiv
Can Multimodal LLMs do Visual Temporal Understanding and Reasoning? The answer is No!2501.10674v2 · Mohamed Fazli Imam, Chenyang Lyu, Alham Fikri Aji2025 · 1 citationarXiv
Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation2412.11732v1 · Longyue Wang, Siyou Liu, Chenyang Lyu et al.2024 · 4 citationsarXiv
Marco-LLM: Bridging Languages via Massive Multilingual Training for Cross-Lingual Enhancement2412.04003v1 · Lingfeng Ming, Bo Zeng, Chenyang Lyu et al.2024 · 0 citationsarXiv
Large Language Models as Code Executors: An Exploratory Study2410.06667v2 · Chenyang Lyu, Lecheng Yan, Rui Xing et al.2024 · 3 citationsarXiv
Reference-free Hallucination Detection for Large Vision-Language Models2408.05767v2 · Qing Li, Jiahui Geng, Chenyang Lyu et al.2024 · 16 citationsarXiv
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark2406.05967v2 · David Romero, Chenyang Lyu, Haryo Akbarianto Wibowo et al.2024 · 6 citationsarXiv
From Multiple-Choice to Extractive QA: A Case Study for English and Arabic2404.17342v2 · Teresa Lynn, Malik H. Altakrori, Samar Mohamed Magdy et al.2024 · 0 citationsarXiv
Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models2402.13887v2 · Chenyang Lyu, Minghao Wu, Alham Fikri Aji2024 · 4 citationsarXiv
Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models2312.01714v2 · Bingshuai Liu, Chenyang Lyu, Zijun Min et al.2023 · 4 citationsarXiv
GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation2311.16511v2 · Zhanyu Wang, Longyue Wang, Zhen Zhao et al.2023 · 23 citationsarXiv
Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs2311.03127v1 · Longyue Wang, Zhaopeng Tu, Yan Gu et al.2023 · 7 citationsarXiv
On the Cultural Gap in Text-to-Image Generation2307.02971v1 · Bingshuai Liu, Longyue Wang, Chenyang Lyu et al.2023 · 12 citationsarXiv
Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration2306.09093v1 · Chenyang Lyu, Minghao Wu, Longyue Wang et al.2023 · 38 citationsarXiv
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future2305.14104v1 · Linyi Yang, Yaoxiao Song, Xuan Ren et al.2023 · 2 citationsarXiv
Is a Video worth Images? A Highly Efficient Approach to Transformer-based Video Question Answering2305.09107v1 · Chenyang Lyu, Tianbo Ji, Yvette Graham et al.2023 · 0 citationsarXiv
Semantic-aware Dynamic Retrospective-Prospective Reasoning for Event-level Video Question Answering2305.08059v1 · Chenyang Lyu, Tianbo Ji, Yvette Graham et al.2023 · 1 citationarXiv
A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models2305.01181v3 · Chenyang Lyu, Zefeng Du, Jitao Xu et al.2023 · 39 citationsarXiv
Document-Level Machine Translation with Large Language Models2304.02210v2 · Longyue Wang, Chenyang Lyu, Tianbo Ji et al.2023 · 174 citationsarXiv
Dialogue-to-Video Retrieval2303.16761v1 · Chenyang Lyu, Manh-Duy Nguyen, Van-Tu Ninh et al.2023 · 6 citationsarXiv
Exploiting Rich Textual User-Product Context for Improving Sentiment Analysis2212.08888v1 · Chenyang Lyu, Linyi Yang, Yue Zhang et al.2022 · 0 citationsarXiv
IvCDS: An End-to-End Driver Simulator for Personal In-Vehicle Conversational Assistant.36497568 · Ji, Tianbo, Yin, Xuanhua, Cheng, Peng et al.2022 · 2 citationsInternational journal of environmental research and public health. 2022;19(23)
QAScore-An Unsupervised Unreferenced Metric for the Question Generation Evaluation.36359608 · Ji, Tianbo, Lyu, Chenyang, Jones, Gareth et al.2022 · 12 citationsEntropy (Basel, Switzerland). 2022;24(11)
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains2204.04534v1 · Chenyang Lyu, Jennifer Foster, Yvette Graham2022 · 3 citationsarXiv
Achieving Reliable Human Assessment of Open-Domain Dialogue Systems2203.05899v1 · Tianbo Ji, Yvette Graham, Gareth J. F. Jones et al.2022 · 59 citationsarXiv
Multi-Hop Question Generation Using Hierarchical Encoding-Decoding and Context Switch Mechanism.34828147 · Ji, Tianbo, Lyu, Chenyang, Cao, Zhichao et al.2021 · 4 citationsEntropy (Basel, Switzerland). 2021;23(11)
Improving Unsupervised Question Answering via Summarization-Informed Question Generation2109.07954v1 · Chenyang Lyu, Lifeng Shang, Yvette Graham et al.2021 · 34 citationsarXiv
Improving Document-Level Sentiment Analysis with User and Product Context2011.09210v1 · Chenyang Lyu, Jennifer Foster, Yvette Graham2020 · 20 citationsarXiv
Career total: 70 works. 45 are in this corpus.
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