Publications
Please check out here for the full publication list.
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VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues
ACL'25. [arXiv]
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MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration
ACL'25. [arXiv]
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Holistically Evaluating LVLM Robustness to Fundamental Visual Variations
ACL'25 (findings). [arXiv]
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AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting
🔥Preprint🔥. [arXiv]
Other Publications
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Scaling Laws of Synthetic Data for Language Models
Preprint, 2025 [Paper]
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R-Tuning: Instructing Large Language Models to Say ‘I Don’t Know’
NAACL 2024 (Outstanding Paper). [arXiv]
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Word Embeddings Are Steers for Language Models
ACL 2024 (Outstanding Paper). [arXiv]
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Tool Learning with Foundation Models
ACM Computing Survey. [arXiv]
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COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation
NAACL 2021 (Best Demo). [arXiv]