YH
Yining Hong
cs.CVcs.AIcs.CLcs.LGcs.ROcs.GRstat.ML
On Valency
published · living versionsW_jpwn4st9·v1 · currentpublished
MindTopo: Can Foundation Models Reason in Topological Space?
with Yunfei Ge, Anbang Liu, Qineng Wang, Johnalbert Garnica +7
1 version
Preprints & journals
22 papers in the corpus · 2020–2026MindTopo: Can Foundation Models Reason in Topological Space?2609.11900v1 · Yunfei Ge, Anbang Liu, Qineng Wang et al.2026 · 0 citationsarXivon Valency
ESI-Bench: Towards Embodied Spatial Intelligence that Closes the Perception-Action Loop2605.18746v2 · Yining Hong, Jiageng Liu, Han Yin et al.2026 · 0 citationsarXiv
Learning from Trials and Errors: Reflective Test-Time Planning for Embodied LLMs2602.21198v3 · Yining Hong, Huang Huang, Manling Li et al.2026 · 0 citationsarXiv
Envision: Embodied Visual Planning via Goal-Imagery Video Diffusion2512.22626v1 · Yuming Gu, Yizhi Wang, Yining Hong et al.2025 · 0 citationsarXiv
SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation2410.23277v2 · Yining Hong, Beide Liu, Maxine Wu et al.2024 · 0 citationsarXiv
FlexAttention for Efficient High-Resolution Vision-Language Models2407.20228v1 · Junyan Li, Delin Chen, Tianle Cai et al.2024 · 7 citationsarXiv
3D-VLA: A 3D Vision-Language-Action Generative World Model2403.09631v1 · Haoyu Zhen, Xiaowen Qiu, Peihao Chen et al.2024 · 14 citationsarXiv
MultiPLY: A Multisensory Object-Centric Embodied Large Language Model in 3D World2401.08577v1 · Yining Hong, Zishuo Zheng, Peihao Chen et al.2024 · 29 citationsarXiv
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs2311.04901v1 · Zhenfang Chen, Rui Sun, Wenjun Liu et al.2023 · 1 citationarXiv
CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding2311.03354v1 · Junyan Li, Delin Chen, Yining Hong et al.2023 · 4 citationsarXiv
3D-LLM: Injecting the 3D World into Large Language Models2307.12981v1 · Yining Hong, Haoyu Zhen, Peihao Chen et al.2023 · 122 citationsarXiv
3D Concept Learning and Reasoning from Multi-View Images2303.11327v1 · Yining Hong, Chunru Lin, Yilun Du et al.2023 · 42 citationsarXiv
See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning2301.05226v1 · Zhenfang Chen, Qinhong Zhou, Yikang Shen et al.2023 · 8 citationsarXiv
Fixing Malfunctional Objects With Learned Physical Simulation and Functional Prediction2205.02834v1 · Yining Hong, Kaichun Mo, Li Yi et al.2022 · 4 citationsarXiv
PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning2112.05136v1 · Yining Hong, Li Yi, Joshua B. Tenenbaum et al.2021 · 17 citationsarXiv
Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks2107.01431v1 · Jinghui Qin, Xiaodan Liang, Yining Hong et al.2021 · 58 citationsarXiv
VLGrammar: Grounded Grammar Induction of Vision and Language2103.12975v1 · Yining Hong, Qing Li, Song-Chun Zhu et al.2021 · 18 citationsarXiv
A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics2103.01403v3 · Qing Li, Siyuan Huang, Yining Hong et al.2021 · 0 citationsarXiv
SMART: A Situation Model for Algebra Story Problems via Attributed Grammar2012.14011v1 · Yining Hong, Qing Li, Ran Gong et al.2020 · 33 citationsAAAI2021
Learning by Fixing: Solving Math Word Problems with Weak Supervision2012.10582v2 · Yining Hong, Qing Li, Daniel Ciao et al.2020 · 54 citationsAAAI2021
A Competence-aware Curriculum for Visual Concepts Learning via Question Answering2007.01499v2 · Qing Li, Siyuan Huang, Yining Hong et al.2020 · 23 citationsarXiv
Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning2006.06649v2 · Qing Li, Siyuan Huang, Yining Hong et al.2020 · 46 citationsarXiv
Career total: 26 works. 22 are in this corpus.
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