Ziqiao Ma

According to our database, Ziqiao Ma authored at least 27 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Communication and Verification in LLM Agents towards Collaboration under Information Asymmetry.

Run Peng, Ziqiao Ma, Amy Pang, Sikai Li, Zhang Xi-Jia, Yingzhuo Yu, Cristian-Paul Bara, Joyce Chai

CoRR, October, 2025

The Mechanistic Emergence of Symbol Grounding in Language Models.

Shuyu Wu, Ziqiao Ma, Xiaoxi Luo, Yidong Huang, Josue Torres-Fonseca, Freda Shi, Joyce Chai

CoRR, October, 2025

From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens.

Hala Sheta, Eric Huang, Shuyu Wu, Ilia Alenabi, Jiajun Hong, Ryker Lin, Ruoxi Ning, Daniel Wei, Jialin Yang, Jiawei Zhou, Ziqiao Ma, Freda Shi

CoRR, October, 2025

AimBot: A Simple Auxiliary Visual Cue to Enhance Spatial Awareness of Visuomotor Policies.

Yinpei Dai, Jayjun Lee, Yichi Zhang, Ziqiao Ma, Jed Yang, Amir Zadeh, Chuan Li, Nima Fazeli, Joyce Chai

CoRR, August, 2025

4D-LRM: Large Space-Time Reconstruction Model From and To Any View at Any Time.

Ziqiao Ma, Xuweiyi Chen, Shoubin Yu, Sai Bi, Kai Zhang, Ziwen Chen, Sihan Xu, Jianing Yang, Zexiang Xu, Kalyan Sunkavalli, Mohit Bansal, Joyce Chai, Hao Tan

CoRR, June, 2025

Can Vision Language Models Infer Human Gaze Direction? A Controlled Study.

Zory Zhang, Pinyuan Feng, Bingyang Wang, Tianwei Zhao, Suyang Yu, Qingying Gao, Hokin Deng, Ziqiao Ma, Yijiang Li, Dezhi Luo

CoRR, June, 2025

Vision-Language Models Are Not Pragmatically Competent in Referring Expression Generation.

Ziqiao Ma, Jing Ding, Xuejun Zhang, Dezhi Luo, Jiahe Ding, Sihan Xu, Yuchen Huang, Run Peng, Joyce Chai

CoRR, April, 2025

VEGGIE: Instructional Editing and Reasoning of Video Concepts with Grounded Generation.

Shoubin Yu, Difan Liu, Ziqiao Ma, Yicong Hong, Yang Zhou, Hao Tan, Joyce Chai, Mohit Bansal

CoRR, March, 2025

Babysit A Language Model From Scratch: Interactive Language Learning by Trials and Demonstrations.

Ziqiao Ma, Zekun Wang, Joyce Chai

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities.

Zheyuan Zhang, Fengyuan Hu, Jayjun Lee, Freda Shi, Parisa Kordjamshidi, Joyce Chai, Ziqiao Ma

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors.

Jian Wang, Yinpei Dai, Yichi Zhang, Ziqiao Ma, Wenjie Li, Joyce Chai

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation.

Qiyue Gao, Xinyu Pi, Kevin Liu, Junrong Chen, Ruolan Yang, Xinqi Huang, Xinyu Fang, Lu Sun, Gautham Kishore, Bo Ai, Stone Tao, Mengyang Liu, Jiaxi Yang, Chao-Jung Lai, Chuanyang Jin, Jiannan Xiang, Benhao Huang, Zeming Chen, David Danks, Hao Su, Tianmin Shu, Ziqiao Ma, Lianhui Qin, Zhiting Hu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models.

Yue Zhang, Ziqiao Ma, Jialu Li, Yanyuan Qiao, Zun Wang, Joyce Chai, Qi Wu, Mohit Bansal, Parisa Kordjamshidi

Trans. Mach. Learn. Res., 2024

Towards Bidirectional Human-AI Alignment: A Systematic Review for Clarifications, Framework, and Future Directions.

Hua Shen, Tiffany Knearem, Reshmi Ghosh, Kenan Alkiek, Kundan Krishna, Yachuan Liu, Ziqiao Ma, Savvas Petridis, Yi-Hao Peng, Li Qiwei, Sushrita Rakshit, Chenglei Si, Yutong Xie, Jeffrey P. Bigham, Frank Bentley, Joyce Chai, Zachary C. Lipton, Qiaozhu Mei, Rada Mihalcea, Michael Terry, Diyi Yang, Meredith Ringel Morris, Paul Resnick, David Jurgens

CoRR, 2024

Multi-Object Hallucination in Vision Language Models.

Xuweiyi Chen, Ziqiao Ma, Xuejun Zhang, Sihan Xu, Shengyi Qian, Jianing Yang, David Fouhey, Joyce Chai

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

DriVLMe: Enhancing LLM-based Autonomous Driving Agents with Embodied and Social Experiences.

Yidong Huang, Jacob Sansom, Ziqiao Ma, Felix Gervits, Joyce Chai

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Groundhog Grounding Large Language Models to Holistic Segmentation.

Yichi Zhang, Ziqiao Ma, Xiaofeng Gao, Suhaila Shakiah, Qiaozi Gao, Joyce Chai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Inversion-Free Image Editing with Language-Guided Diffusion Models.

Sihan Xu, Yidong Huang, Jiayi Pan, Ziqiao Ma, Joyce Chai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Partition-Based Active Learning for Graph Neural Networks.

Jiaqi Ma, Ziqiao Ma, Joyce Chai, Qiaozhu Mei

Trans. Mach. Learn. Res., 2023

Inversion-Free Image Editing with Natural Language.

Sihan Xu, Yidong Huang, Jiayi Pan, Ziqiao Ma, Joyce Chai

CoRR, 2023

CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image Manipulation.

Sihan Xu, Ziqiao Ma, Yidong Huang, Honglak Lee, Joyce Chai

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards Collaborative Plan Acquisition through Theory of Mind Modeling in Situated Dialogue.

Cristian-Paul Bara, Ziqiao Ma, Yingzhuo Yu, Julie Shah, Joyce Chai

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models.

Ziqiao Ma, Jacob Sansom, Run Peng, Joyce Chai

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

NLP Reproducibility For All: Understanding Experiences of Beginners.

Shane Storks, Keunwoo Peter Yu, Ziqiao Ma, Joyce Chai

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models.

Ziqiao Ma, Jiayi Pan, Joyce Chai

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

DANLI: Deliberative Agent for Following Natural Language Instructions.

Yichi Zhang, Jianing Yang, Jiayi Pan, Shane Storks, Nikhil Devraj, Ziqiao Ma, Keunwoo Peter Yu, Yuwei Bao, Joyce Chai

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents.

Ziqiao Ma, Benjamin VanDerPloeg, Cristian-Paul Bara, Yidong Huang, Eui-In Kim, Felix Gervits, Matthew Marge, Joyce Chai

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022