Papers by Henry Hengyuan Zhao
From Charts to Code: A Hierarchical Benchmark for Multimodal Models (2026.acl-long)
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Jiahao Tang, Henry Hengyuan Zhao, Lijian Wu, Zijian Zhang, Yifei Tao, Dongxing Mao, Yang Wan, Jingru Tan, Min Zeng, Min Li, Alex Jinpeng Wang
| Challenge: | Chart2Code is a new benchmark for evaluating the natural language to chart code generation capabilities of large multimodal models. |
| Approach: | They introduce Chart2Code, a new benchmark for evaluating the natural language to chart code generation capabilities of large multimodal models. |
| Outcome: | The proposed benchmark is the first to scale task complexity while capturing diverse scenarios. |
InterFeedback: Unveiling Interactive Intelligence of Large Multimodal Models with Human Feedback (2025.findings-emnlp)
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| Challenge: | Existing benchmarks do not test Large Multimodal Models (LMMs) on their interactive intelligence with human users. |
| Approach: | They propose an interactive framework that can be applied to any LMM and assess their interactive intelligence with human users. |
| Outcome: | The proposed framework can be applied to any LMM and dataset to assess interactive intelligence with human users. |