Ziqiao Ma
18 papers · 2022–2025 · 9 venues · across top CS/AI venues
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Artificial Intelligence
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Computer Vision
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vision-language model
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multimodal learning
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benchmark evaluation
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dialogue system
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large language model
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diffusion model
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instruction following
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object hallucination
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multimodal large language model
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theory of mind
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video generation
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autonomous driving
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egocentric vision
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image editing
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code generation
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natural language processing
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computational linguistics
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model analysis
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Papers
AimBot: A Simple Auxiliary Visual Cue to Enhance Spatial Awareness of Visuomotor Policies
CoRL 2025
Babysit A Language Model From Scratch: Interactive Language Learning by Trials and Demonstrations
NAACL 2025
Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation
ACL 2025
Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities
ICLR 2025
From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens
EMNLP 2025
Learning Language through Grounding
NAACL 2025
Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors
ACL 2025
VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation
ICCV 2025
GROUNDHOG: Grounding Large Language Models to Holistic Segmentation
CVPR 2024
Inversion-Free Image Editing with Language-Guided Diffusion Models
CVPR 2024
Multi-Object Hallucination in Vision Language Models
NeurIPS 2024
CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image Manipulation
NeurIPS 2023
NLP Reproducibility For All: Understanding Experiences of Beginners
ACL 2023
Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models
EMNLP 2023
Towards Collaborative Plan Acquisition through Theory of Mind Modeling in Situated Dialogue
IJCAI 2023
World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models
ACL 2023
DANLI: Deliberative Agent for Following Natural Language Instructions
EMNLP 2022
DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents
EMNLP 2022