Kung-Hsiang Huang

53 papers A* 2B 2Journal 32Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agentic Uncertainty Quantification.
CoRR
Jiaxin Zhang, Prafulla Kumar Choubey, Kung-Hsiang Huang, Caiming Xiong, Chien-Sheng Wu
2026 J jnl
CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions.
Trans. Mach. Learn. Res.
Kung-Hsiang Huang, Akshara Prabhakar, Onkar Thorat, Divyansh Agarwal, Prafulla Kumar Choubey, Yixin Mao, Silvio Savarese, Caiming Xiong, Chien-Sheng Wu
2025 — conf
Benchmarking Deep Search over Heterogeneous Enterprise Data.
EMNLP (Industry Track)
Prafulla Kumar Choubey, Xiangyu Peng, Shilpa Bhagavath, Kung-Hsiang Huang, Caiming Xiong, Chien-Sheng Wu
2025 J jnl
Benchmarking Deep Search over Heterogeneous Enterprise Data.
CoRR
Prafulla Kumar Choubey, Xiangyu Peng, Shilpa Bhagavath, Kung-Hsiang Huang, Caiming Xiong, Chien-Sheng Wu
2025 J jnl
CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions.
CoRR
Kung-Hsiang Huang, Akshara Prabhakar, Onkar Thorat, Divyansh Agarwal, Prafulla Kumar Choubey, Yixin Mao, Silvio Savarese, Caiming Xiong, Chien-Sheng Wu
2025 — conf
CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments.
NAACL (Long Papers)
Kung-Hsiang Huang, Akshara Prabhakar, Sidharth Dhawan, Yixin Mao, Huan Wang, Silvio Savarese, Caiming Xiong, Philippe Laban, Chien-Sheng Wu
2025 J jnl
DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence.
CoRR
Pranav Narayanan Venkit, Philippe Laban, Yilun Zhou, Kung-Hsiang Huang, Yixin Mao, Chien-Sheng Wu
2025 — conf
Evaluating Cultural and Social Awareness of LLM Web Agents.
NAACL (Findings)
Haoyi Qiu, Alexander R. Fabbri, Divyansh Agarwal, Kung-Hsiang Huang, Sarah Tan, Nanyun Peng, Chien-Sheng Wu
2025 J jnl
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models.
IEEE Trans. Knowl. Data Eng.
Kung-Hsiang Huang, Hou Pong Chan, May Fung, Haoyi Qiu, Mingyang Zhou, Shafiq Joty, Shih-Fu Chang, Heng Ji
2025 J jnl
GUI-KV: Efficient GUI Agents via KV Cache with Spatio-Temporal Awareness.
CoRR
Kung-Hsiang Huang, Haoyi Qiu, Yutong Dai, Caiming Xiong, Chien-Sheng Wu
2025 — conf
LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback.
ACL (Findings)
Thai Quoc Hoang, Kung-Hsiang Huang, Shirley Kokane, Jianguo Zhang, Zuxin Liu, Ming Zhu, Jake Grigsby, Tian Lan, Michael S. Ryoo, Chien-Sheng Wu, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles
2025 J jnl
LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback.
CoRR
Thai Hoang, Kung-Hsiang Huang, Shirley Kokane, Jianguo Zhang, Zuxin Liu, Ming Zhu, Jake Grigsby, Tian Lan, Michael S. Ryoo, Chien-Sheng Wu, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles
2025 J jnl
MMGR: Multi-Modal Generative Reasoning.
CoRR
Zefan Cai, Haoyi Qiu, Tianyi Ma, Haozhe Zhao, Gengze Zhou, Kung-Hsiang Huang, Parisa Kordjamshidi, Minjia Zhang, Wen Xiao, Jiuxiang Gu, Nanyun Peng, Junjie Hu
2025 J jnl
MMPersuade: A Dataset and Evaluation Framework for Multimodal Persuasion.
CoRR
Haoyi Qiu, Yilun Zhou, Pranav Narayanan Venkit, Kung-Hsiang Huang, Jiaxin Zhang, Nanyun Peng, Chien-Sheng Wu
2025 B conf
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media.
COLING
Kung-Hsiang Huang, Hou Pong Chan, Kathleen McKeown, Heng Ji
2025 J jnl
Multimodal Cultural Safety: Evaluation Framework and Alignment Strategies.
Trans. Mach. Learn. Res.
Haoyi Qiu, Kung-Hsiang Huang, Ruichen Zheng, Jiao Sun, Nanyun Peng
2025 J jnl
Multimodal Cultural Safety: Evaluation Frameworks and Alignment Strategies.
CoRR
Haoyi Qiu, Kung-Hsiang Huang, Ruichen Zheng, Jiao Sun, Nanyun Peng
2025 — conf
M²-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data.
ACL (Findings)
Mingyang Zhou, Lingyu Zhang, Sophia Horng, Maximillian Chen, Kung-Hsiang Huang, Shih-Fu Chang
2025 J jnl
Nudging the Boundaries of LLM Reasoning.
CoRR
Justin Chih-Yao Chen, Becky Xiangyu Peng, Prafulla Kumar Choubey, Kung-Hsiang Huang, Jiaxin Zhang, Mohit Bansal, Chien-Sheng Wu
2025 — conf
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding.
ACL (Findings)
Kung-Hsiang Huang, Can Qin, Haoyi Qiu, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2025 J jnl
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding.
CoRR
Kung-Hsiang Huang, Can Qin, Haoyi Qiu, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2024 — conf
AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation.
NAACL-HLT
Haoyi Qiu, Kung-Hsiang Huang, Jingnong Qu, Nanyun Peng
2024 J jnl
CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments.
CoRR
Kung-Hsiang Huang, Akshara Prabhakar, Sidharth Dhawan, Yixin Mao, Huan Wang, Silvio Savarese, Caiming Xiong, Philippe Laban, Chien-Sheng Wu
2024 J jnl
Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate.
CoRR
Kyungha Kim, Sangyun Lee, Kung-Hsiang Huang, Hou Pong Chan, Manling Li, Heng Ji
2024 — conf
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning.
ACL (Findings)
Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, Heng Ji
2024 — conf
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles.
NAACL-HLT
Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2024 J jnl
Evaluating Cultural and Social Awareness of LLM Web Agents.
CoRR
Haoyi Qiu, Alexander R. Fabbri, Divyansh Agarwal, Kung-Hsiang Huang, Sarah Tan, Nanyun Peng, Chien-Sheng Wu
2024 J jnl
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models.
CoRR
Kung-Hsiang Huang, Hou Pong Chan, Yi Ren Fung, Haoyi Qiu, Mingyang Zhou, Shafiq Joty, Shih-Fu Chang, Heng Ji
2024 J jnl
NewsEdits 2.0: Learning the Intentions Behind Updating News.
CoRR
Alexander Spangher, Kung-Hsiang Huang, Hyundong Cho, Jonathan May
2024 A* conf
SafeWorld: Geo-Diverse Safety Alignment.
NeurIPS
Da Yin, Haoyi Qiu, Kung-Hsiang Huang, Kai-Wei Chang, Nanyun Peng
2024 J jnl
SafeWorld: Geo-Diverse Safety Alignment.
CoRR
Da Yin, Haoyi Qiu, Kung-Hsiang Huang, Kai-Wei Chang, Nanyun Peng
2023 J jnl
AMRFact: Enhancing Summarization Factuality Evaluation with AMR-driven Training Data Generation.
CoRR
Haoyi Qiu, Kung-Hsiang Huang, Jingnong Qu, Nanyun Peng
2023 J jnl
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning.
CoRR
Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi R. Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, Heng Ji
2023 J jnl
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles.
CoRR
Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2023 — conf
Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation.
ACL (1)
Kung-Hsiang Huang, Kathleen R. McKeown, Preslav Nakov, Yejin Choi, Heng Ji
2023 J jnl
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media.
CoRR
Kung-Hsiang Huang, Hou Pong Chan, Kathleen R. McKeown, Heng Ji
2023 — conf
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization.
EACL (Findings)
Kung-Hsiang Huang, Siffi Singh, Xiaofei Ma, Wei Xiao, Feng Nan, Nicholas Dingwall, William Yang Wang, Kathleen R. McKeown
2023 J jnl
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization.
CoRR
Kung-Hsiang Huang, Siffi Singh, Xiaofei Ma, Wei Xiao, Feng Nan, Nicholas Dingwall, William Yang Wang, Kathleen R. McKeown
2023 — conf
Zero-shot Faithful Factual Error Correction.
ACL (1)
Kung-Hsiang Huang, Hou Pong Chan, Heng Ji
2023 J jnl
Zero-shot Faithful Factual Error Correction.
CoRR
Kung-Hsiang Huang, Hou Pong Chan, Heng Ji
2022 B conf
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval.
COLING
Kung-Hsiang Huang, ChengXiang Zhai, Heng Ji
2022 J jnl
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval.
CoRR
Kung-Hsiang Huang, ChengXiang Zhai, Heng Ji
2022 — conf
Cross-document Misinformation Detection based on Event Graph Reasoning.
NAACL-HLT
Xueqing Wu, Kung-Hsiang Huang, Yi R. Fung, Heng Ji
2022 J jnl
Faking Fake News for Real Fake News Detection: Propaganda-loaded Training Data Generation.
CoRR
Kung-Hsiang Huang, Kathleen R. McKeown, Preslav Nakov, Yejin Choi, Heng Ji
2022 A* conf
The Battlefront of Combating Misinformation and Coping with Media Bias.
KDD
Yi R. Fung, Kung-Hsiang Huang, Preslav Nakov, Heng Ji
2021 — conf
Document-level Entity-based Extraction as Template Generation.
EMNLP (1)
Kung-Hsiang Huang, Sam Tang, Nanyun Peng
2021 J jnl
Document-level Entity-based Extraction as Template Generation.
CoRR
Kung-Hsiang Huang, Sam Tang, Nanyun Peng
2021 — conf
EventPlus: A Temporal Event Understanding Pipeline.
NAACL-HLT (Demonstrations)
Mingyu Derek Ma, Jiao Sun, Mu Yang, Kung-Hsiang Huang, Nuan Wen, Shikhar Singh, Rujun Han, Nanyun Peng
2021 J jnl
EventPlus: A Temporal Event Understanding Pipeline.
CoRR
Mingyu Derek Ma, Jiao Sun, Mu Yang, Kung-Hsiang Huang, Nuan Wen, Shikhar Singh, Rujun Han, Nanyun Peng
2020 — conf
Biomedical Event Extraction on Graph Edge-conditioned Attention Networks with Hierarchical Knowledge Graphs.
EMNLP (Findings)
Kung-Hsiang Huang, Mu Yang, Nanyun Peng
2020 J jnl
Biomedical Event Extraction on Graph Edge-conditioned Attention Networks with Hierarchical Knowledge Graphs.
CoRR
Kung-Hsiang Huang, Mu Yang, Nanyun Peng
2020 J jnl
Efficient End-to-end Learning of Cross-event Dependencies for Document-level Event Extraction.
CoRR
Kung-Hsiang Huang, Nanyun Peng
2019 — conf
A-HA: a hybrid approach for hotel recommendation.
RecSys Challenge
Kung-Hsiang Huang, Yi-Fu Fu, Yi-Ting Lee, Tzong-Hann Lee, Yao-Chun Chan, Yi-Hui Lee, Shou-De Lin