MQ
Meiyi Qiang
cs.CLcs.CVcs.LGcs.AIcs.DBcs.DCcs.IRcs.MMcs.SD
On Valency
published · living versionsW_94k6bk6g·v1 · currentpublished
SpatialScout: Can VLM Agents Actively Explore and Map 3D Scenes?
with Zhaoxi Zhang, Hao Liang, Linxuan Wu, Yiming Xu +5
1 version
Preprints & journals
22 papers in the corpus · 2024–2026SpatialScout: Can VLM Agents Actively Explore and Map 3D Scenes?2610.26659v3 · Zhaoxi Zhang, Hao Liang, Linxuan Wu et al.2026 · 0 citationsarXivon Valency
OmniEdu: Open Foundation Models for Learning and Teaching2609.23088v1 · Hao Liang, Qihan Lin, Meiyi Qiang et al.2026 · 0 citationsarXiv
RayOrch: Programming and Executing Lineage-Controlled Multi-Grain Dataflows for Foundation-Model Data Preparation2609.18703v1 · Xiaochen Ma, Zimo Meng, Junzhu Liang et al.2026 · 0 citationsarXiv
DataFlex-RL: An Evaluation Platform for RLVR Data Policies2609.06107v1 · Hao Liang, Mingrui Chen, Hengyi Feng et al.2026 · 0 citationsarXiv
WorkSurface-Bench: Benchmarking Enterprise Agents on Multi-Surface Knowledge Routing2607.25765v1 · Hao Liang, Meiyi Qiang, Sizhe Qiu et al.2026 · 0 citationsarXiv
OmniaBench: Benchmarking General AI Agents Across Diverse Scenarios2607.14989v1 · Chengyu Shen, Yujie Fu, Gangtao Xin et al.2026 · 0 citationsarXiv
GraspLLM: Towards Zero-Shot Generalization on Text-Attributed Graphs with LLMs2606.11898v2 · Hengyi Feng, Zeang Sheng, Meiyi Qiang et al.2026 · 0 citationsarXiv
DataPrep-Bench: Benchmarking LLMs as Training Data Preparators2607.20465v1 · Hao Liang, Qifeng Cai, Yibo Lin et al.2026 · 0 citationsarXiv
FLARE: Full-Modality Long-Video Audiovisual Retrieval Benchmark with User-Simulated Queries2605.10228v1 · Qijie You, Hao Liang, Mingrui Chen et al.2026 · 0 citationsarXiv
K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs2605.09635v4 · Hao Liang, Qihan Lin, Mingrui Chen et al.2026 · 0 citationsarXiv
TraceAV-Bench: Benchmarking Multi-Hop Trajectory Reasoning over Long Audio-Visual Videos2605.07593v2 · Hengyi Feng, Hao Liang, Mingrui Chen et al.2026 · 0 citationsarXiv
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models2604.04707v2 · DataFlow Team, Bohan Zeng, Daili Hua et al.2026 · 0 citationsarXiv
DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models2603.26164v2 · Hao Liang, Zhengyang Zhao, Mingrui Chen et al.2026 · 0 citationsarXiv
Towards Next-Generation LLM Training: From the Data-Centric Perspective2603.14712v1 · Hao Liang, Zhengyang Zhao, Zhaoyang Han et al.2026 · 0 citationsarXiv
One-Eval: An Agentic System for Automated and Traceable LLM Evaluation2603.09821v1 · Chengyu Shen, Yanheng Hou, Minghui Pan et al.2026 · 0 citationsarXiv
Generative Giants, Retrieval Weaklings: Why do Multimodal Large Language Models Fail at Multimodal Retrieval?2512.19115v2 · Hengyi Feng, Zeang Sheng, Meiyi Qiang et al.2025 · 0 citationsarXiv
BRACE: A Benchmark for Robust Audio Caption Quality Evaluation2512.10403v1 · Tianyu Guo, Hongyu Chen, Hao Liang et al.2025 · 0 citationsarXiv
Learning What Reinforcement Learning Can't: Interleaved Online Fine-Tuning for Hardest Questions2506.07527v3 · Lu Ma, Hao Liang, Meiyi Qiang et al.2025 · 0 citationsICLR 2026
Let's Verify Math Questions Step by Step2505.13903v2 · Chengyu Shen, Zhen Hao Wong, Runming He et al.2025 · 2 citationsarXiv
LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts2505.13928v4 · Qifeng Cai, Hao Liang, Zhaoyang Han et al.2025 · 1 citationarXiv
MathDebugger: Detecting and Diagnosing Errors in Synthetic Mathematical Data2502.19058v2 · Hao Liang, Meiyi Qiang, Yuying Li et al.2025 · 0 citationsarXiv
MathScape: Benchmarking Multimodal Large Language Models in Real-World Mathematical Contexts2408.07543v6 · Hao Liang, Linzhuang Sun, Minxuan Zhou et al.2024 · 0 citationsarXiv
Career total: 24 works. 22 are in this corpus.
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