Kung-Hsiang (Steeve) Huang   

@article{huang2025guikv,
    title = "GUI-KV: Efficient GUI Agents via KV Cache with Spatio-Temporal Awareness",
    author = "Huang, Kung-Hsiang and
      Qiu, Haoyi and
      Dai, Yutong and
      Xiong, Caiming and
      Wu, Chien-Sheng",
    journal = "arXiv preprint arXiv:2510.00536",
    year = "2025",
}
                    

@inproceedings{qiu2025mmpersuade,
    title = "MMPersuade: A Dataset and Evaluation Framework for Multimodal Persuasion",
    author = "Qiu, Haoyi and
      Zhou, Yilun and
      Venkit, Pranav Narayanan and
      Huang, Kung-Hsiang and
      Zhang, Jiaxin and
      Peng, Nanyun and
      Wu, Chien-Sheng",
    booktitle = "Arxiv",
    year = "2025",
}
                    

@article{chen2025nudging,
    title = "Nudging the Boundaries of LLM Reasoning",
    author = "Chen, Justin Chih-Yao and
      Peng, Xiangyu and
      Choubey, Prafulla Kumar and
      Huang, Kung-Hsiang and
      Zhang, Jiaxin and
      Bansal, Mohit and
      Wu, Chien-Sheng",
    journal = "arXiv preprint arXiv:2509.25666",
    year = "2025",
}
                    

@article{venkit2025deeptrace,
    title = "DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence",
    author = "Venkit, Pranav Narayanan and
      Laban, Philippe and
      Zhou, Yilun and
      Huang, Kung-Hsiang and
      Mao, Yixin and
      Wu, Chien-Sheng",
    journal = "arXiv preprint arXiv:2509.04499",
    year = "2025",
}
                    

@inproceedings{choubey2025benchmarking,
    title = "Benchmarking Deep Search over Heterogeneous Enterprise Data",
    author = "Choubey, Prafulla Kumar and
      Peng, Xiangyu and
      Bhagavath, Shilpa and
      Huang, Kung-Hsiang and
      Xiong, Caiming and
      Wu, Chien-Sheng",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    year = "2025",
}
                    

@article{huang-etal-2025-crmarena-pro,
    title = "CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions",
    author = "Huang, Kung-Hsiang  and
      Prabhakar, Akshara  and
      Thorat, Onkar  and
      Agarwal, Divyansh  and
      Choubey, Prafulla Kumar  and
      Mao, Yixin  and
      Savarese, Silvio  and
      Xiong, Caiming  and
      Wu, Chien-Sheng",
    journal = "arXiv preprint arXiv:2505.18878",
    year = "2025",
}
                    

@article{qiu2025cross,
  title     = {Multimodal Cultural Safety: Evaluation Frameworks and Alignment Strategies},
  author    = {Qiu, Haoyi and Huang, Kung-Hsiang and Zheng, Ruichen and Sun, Jiao and Peng, Nanyun},
  year      = {2025},
  journal   = {Transactions on Machine Learning Research (TMLR)}
}
                    

@inproceedings{huang-etal-2025-cogalign,
title = "Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding",
author = "Huang, Kung-Hsiang  and
  Qin, Can  and
  Qiu, Haoyi  and
  Laban, Philippe  and
  Joty, Shafiq  and
  Xiong, Caiming  and
  Wu, Chien-Sheng",
year = "2025",
booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
}
                    

@inproceedings{hoang-etal-2025-lam-simulator,
title = "LAM SIMULATOR: Advancing Data Generation for Large Action Models Trainings via Online Exploration and Feedback Simulation",
author = "Hoang, Thai  and
  Huang, Kung-Hsiang  and
  Kokane, Shirley  and
  Zhang, Jianguo  and
  Liu, Zuxin  and
  Zhu, Ming  and
  Grigsby, Jake  and
  Lan, Tian  and
  Ryoo, Michael S  and
  Wu, Chien-Sheng  and
  Heinecke, Shelby  and
  Wang, Huan  and
  Savarese, Silvio  and
  Xiong, Caiming  and
  Niebles, Juan Carlos",
booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
}
                    

@inproceedings{zhou-etal-2025-m2-tabfact,
title = "M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data",
author = "Zhou, Mingyang  and
  Zhang, Lingyu  and
  Horng, Sophia  and
  Chen, Maximillian  and
  Huang, Kung-Hsiang  and
  Chang, Shih-Fu",
year = "2025",
booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
}
                    

@inproceedings{huang-etal-2025-crmarena,
    title = "CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments",
    author = "Huang, Kung-Hsiang  and
      Prabhakar, Akshara  and
      Dhawan, Sidharth  and
      Mao, Yixin  and
      Wang, Huan  and
      Savarese, Silvio  and
      Xiong, Caiming  and
      Laban, Philippe  and
      Wu, Chien-Sheng",
    booktitle = "Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)",
    year = "2025",
}
                    

@inproceedings{qiu2024evaluating,
      title = "Evaluating Cultural and Social Awareness of LLM Web Agents", 
      author = "Qiu, Haoyi and Fabbri, Alexander R. and Agarwal, Divyansh and Huang, Kung-Hsiang and Tan, Sarah and Peng, Nanyun and Wu, Chien-Sheng",
      booktitle = "Findings of the Association for Computational Linguistics: NAACL 2025",
      year = "2025",
}
                    

@inproceedings{huang-etal-2025-manitweet,
    title = "{M}ani{T}weet: A New Benchmark for Identifying Manipulation of News on Social Media",
    author = "Huang, Kung-Hsiang and Chan, Hou Pong and McKeown, Kathleen and Ji, Heng",
    booktitle = "Proceedings of the 31st International Conference on Computational Linguistics",
    year = "2025",
    publisher = "International Committee on Computational Linguistics",
}

@inproceedings{da-etal-2024-safe,
    title = "SafeWorld: Geo-Diverse Safety Alignment",
    author = "Da Yin, Haoyi Qiu, Kung-Hsiang Huang, Kai-Wei Chang, Nanyun Peng",
    booktitle = "Thirty-eighth Conference on Neural Information Processing Systems",
    year="2024",
}   
                    

@article{huang-etal-2024-chart,
    title = "From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models",
    author = "Huang, Kung-Hsiang and Chan, Hou Pong and Fung, Yi R. and Qiu, Haoyi and Zhou, Mingyang and Joty, Shafiq and Chang, Shih-Fu and Ji, Heng",
    year={2024},
    journal={IEEE Transactions on Knowledge and Data Engineering (TKDE)},
}

@inproceedings{huang-etal-2023-do,
    title = "Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning",
    author = "Huang, Kung-Hsiang  and
      Zhou, Mingyang and
      Chan, Hou Pong  and
      Fung, Yi R. and
      Wang, Zhenhailong and
      Zhang, Lingyu and
      Chang, Shih-Fu and
      Ji, Heng",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2024",
    month = aug,
    year="2024",
    publisher = "Association for Computational Linguistics",
}    

@inproceedings{huang-etal-2024-embrace,
    title = "Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles.",
    author = "Kung-Hsiang Huang and Philippe Laban and Alexander R. Fabbri and Prafulla Kumar Choubey and Shafiq Joty and Caiming Xiong and Chien-Sheng Wu",
    booktitle = "Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
    year = "2024",
    publisher = "Association for Computational Linguistics",
}

@inproceedings{qiu-etal-2024-amrfact,
    title = "AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation",
    author = "Haoyi Qiu and Kung-Hsiang Huang and Jingnong Qu and Nanyun Peng",
    booktitle = "Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
    year = "2024",
    publisher = "Association for Computational Linguistics",
}

@inproceedings{huang-etal-2023-zero,
    title = "Zero-shot Faithful Factual Error Correction",
    author = "Huang, Kung-Hsiang  and
      Chan, Hou Pong  and
      Ji, Heng",
    editor = "Rogers, Anna  and
      Boyd-Graber, Jordan  and
      Okazaki, Naoaki",
    booktitle = "Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.acl-long.311",
    doi = "10.18653/v1/2023.acl-long.311",
    pages = "5660--5676",
}
}

@inproceedings{huang-etal-2023-faking,
    title = "Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation",
    author = "Huang, Kung-Hsiang  and
      McKeown, Kathleen  and
      Nakov, Preslav  and
      Choi, Yejin  and
      Ji, Heng",
    editor = "Rogers, Anna  and
      Boyd-Graber, Jordan  and
      Okazaki, Naoaki",
    booktitle = "Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2023.acl-long.815",
    doi = "10.18653/v1/2023.acl-long.815",
    pages = "14571--14589",
    
}

                      @inproceedings{huang-etal-2023-swing,
                        title = "{SWING}: Balancing Coverage and Faithfulness for Dialogue Summarization",
                        author = "Huang, Kung-Hsiang  and
                          Singh, Siffi  and
                          Ma, Xiaofei  and
                          Xiao, Wei  and
                          Nan, Feng  and
                          Dingwall, Nicholas  and
                          Wang, William Yang  and
                          McKeown, Kathleen",
                        editor = "Vlachos, Andreas  and
                          Augenstein, Isabelle",
                        booktitle = "Findings of the Association for Computational Linguistics: EACL 2023",
                        month = may,
                        year = "2023",
                        address = "Dubrovnik, Croatia",
                        publisher = "Association for Computational Linguistics",
                        url = "https://aclanthology.org/2023.findings-eacl.37",
                        doi = "10.18653/v1/2023.findings-eacl.37",
                        pages = "512--525",
                    }
                    

                      @inproceedings{wu-etal-2022-cross,
                          title = "Cross-document Misinformation Detection based on Event Graph Reasoning",
                          author = "Wu, Xueqing  and
                            Huang, Kung-Hsiang  and
                            Fung, Yi  and
                            Ji, Heng",
                          editor = "Carpuat, Marine  and
                            de Marneffe, Marie-Catherine  and
                            Meza Ruiz, Ivan Vladimir",
                          booktitle = "Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
                          month = jul,
                          year = "2022",
                          address = "Seattle, United States",
                          publisher = "Association for Computational Linguistics",
                          url = "https://aclanthology.org/2022.naacl-main.40",
                          doi = "10.18653/v1/2022.naacl-main.40",
                          pages = "543--558",
                      }
                    

                        @inproceedings{huang-etal-2022-concrete,
                          title = "{CONCRETE}: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval",
                          author = "Huang, Kung-Hsiang  and
                            Zhai, ChengXiang  and
                            Ji, Heng",
                          booktitle = "Proceedings of the 29th International Conference on Computational Linguistics",
                          month = oct,
                          year = "2022",
                          address = "Gyeongju, Republic of Korea",
                          publisher = "International Committee on Computational Linguistics",
                          url = "https://aclanthology.org/2022.coling-1.86",
                          pages = "1024--1035",
                      }
                    

                        @inproceedings{10.1145/3534678.3542615,
                          author = {Fung, Yi R. and Huang, Kung-Hsiang and Nakov, Preslav and Ji, Heng},
                          title = {The Battlefront of Combating Misinformation and Coping with Media Bias},
                          year = {2022},
                          isbn = {9781450393850},
                          publisher = {Association for Computing Machinery},
                          address = {New York, NY, USA},
                          url = {https://doi.org/10.1145/3534678.3542615},
                          doi = {10.1145/3534678.3542615},
                          booktitle = {Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
                          pages = {4790–4791},
                          numpages = {2},
                          keywords = {computation for the social good, correcting bias and misinformation, fake news detection, misinformation characterization},
                          location = {Washington DC, USA},
                          series = {KDD '22}
                          }
                    

                        @inproceedings{huang-etal-2021-document,
                        title = "Document-level Entity-based Extraction as Template Generation",
                        author = "Huang, Kung-Hsiang  and
                          Tang, Sam  and
                          Peng, Nanyun",
                        editor = "Moens, Marie-Francine  and
                          Huang, Xuanjing  and
                          Specia, Lucia  and
                          Yih, Scott Wen-tau",
                        booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing",
                        month = nov,
                        year = "2021",
                        address = "Online and Punta Cana, Dominican Republic",
                        publisher = "Association for Computational Linguistics",
                        url = "https://aclanthology.org/2021.emnlp-main.426",
                        doi = "10.18653/v1/2021.emnlp-main.426",
                        pages = "5257--5269",
                    }