HZ
Huichi Zhou
cs.CLcs.AIcs.LGcs.CVcs.CRcs.CYcs.IRcs.SDcs.SEcs.SI
On Valency
published · living versionsW_67t2uyyj·v1 · currentpublished
WorldMirror: Agentic Real-to-Sim Generation of Interactive Worlds from In-the-Wild Robot Demonstrations
with Tianling Xu, Weijie Wan, Honghao Su, Kailun Su +7
1 version
Preprints & journals
25 papers in the corpus · 2024–2026EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments2606.13681v2 · Jundong Xu, Qingchuan Li, Jiaying Wu et al.2026 · 0 citationsarXiv
Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction2604.27221v1 · Yuxuan Huang, Yihang Chen, Zhiyuan He et al.2026 · 0 citationsarXiv
ProMMSearchAgent: A Generalizable Multimodal Search Agent Trained with Process-Oriented Rewards2604.20486v1 · Wentao Yan, Shengqin Wang, Huichi Zhou et al.2026 · 0 citationsarXiv
DR-MMSearchAgent: Deepening Reasoning in Multimodal Search Agents2604.19264v1 · Shengqin Wang, Wentao Yan, Huichi Zhou et al.2026 · 0 citationsarXiv
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking2604.02971v1 · Ka Yiu Lee, Yuxuan Huang, Zhiyuan He et al.2026 · 0 citationsarXiv
Memento-Skills: Let Agents Design Agents2603.18743v1 · Huichi Zhou, Siyuan Guo, Anjie Liu et al.2026 · 0 citationsarXiv
Unleashing Video Language Models for Fine-grained HRCT Report Generation2603.12469v2 · Yingying Fang, Huichi Zhou, KinHei Lee et al.2026 · 0 citationsarXiv
UIS-Digger: Towards Comprehensive Research Agent Systems for Real-world Unindexed Information Seeking2603.08117v3 · Chang Liu, Chuqiao Kuang, Tianyi Zhuang et al.2026 · 0 citationsarXiv
Reliable and Responsible Foundation Models: A Comprehensive Survey2602.08145v1 · Xinyu Yang, Junlin Han, Rishi Bommasani et al.2026 · 0 citationsarXiv
TAME: A Trustworthy Test-Time Evolution of Agent Memory with Systematic Benchmarking2602.03224v2 · Yu Cheng, Yongkang Hu, Jiuan Zhou et al.2026 · 0 citationsarXiv
LogicReward: Incentivizing LLM Reasoning via Step-Wise Logical Supervision2512.18196v2 · Jundong Xu, Hao Fei, Huichi Zhou et al.2025 · 0 citationsarXiv
SemanticShield: LLM-Powered Audits Expose Shilling Attacks in Recommender Systems2509.24961v1 · Kaihong Li, Huichi Zhou, Bin Ma et al.2025 · 0 citationsarXiv
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack2507.10836v1 · Zhonghao Zhan, Huichi Zhou, Hamed Haddadi2025 · 0 citationsarXiv
Poster: Enhancing GNN Robustness for Network Intrusion Detection via Agent-based Analysis2506.20806v1 · Zhonghao Zhan, Huichi Zhou, Hamed Haddadi2025 · 0 citationsarXiv
Dynamic Dual Buffer with Divide-and-Conquer Strategy for Online Continual Learning2505.18101v2 · Congren Dai, Huichi Zhou, Jiahao Huang et al.2025 · 0 citationsarXiv
EfficientLLM: Efficiency in Large Language Models2505.13840v1 · Zhengqing Yuan, Weixiang Sun, Yixin Liu et al.2025 · 2 citationsarXiv
Evaluate-and-Purify: Fortifying Code Language Models Against Adversarial Attacks Using LLM-as-a-Judge2504.19730v1 · Wenhan Mu, Ling Xu, Shuren Pei et al.2025 · 1 citationarXiv
Verifiable Format Control for Large Language Model Generations2502.04498v1 · Zhaoyang Wang, Jinqi Jiang, Huichi Zhou et al.2025 · 2 citationsarXiv
DOTA-ME-CS: Daily Oriented Text Audio-Mandarin English-Code Switching Dataset2501.12122v3 · Yupei Li, Zifan Wei, Heng Yu et al.2025 · 1 citationarXiv
TrustRAG: Enhancing Robustness and Trustworthiness in Retrieval-Augmented Generation2501.00879v3 · Huichi Zhou, Kin-Hei Lee, Zhonghao Zhan et al.2025 · 2 citationsarXiv
Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?2408.08685v3 · Zhongjian Zhang, Xiao Wang, Huichi Zhou et al.2024 · 18 citationsarXiv
DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising2407.00248v2 · Zhenhao Li, Huichi Zhou, Marek Rei et al.2024 · 2 citationsarXiv
GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding2406.10819v2 · Dongping Chen, Yue Huang, Siyuan Wu et al.2024 · 2 citationsarXiv
MPAT: Building Robust Deep Neural Networks against Textual Adversarial Attacks2402.18792v1 · Fangyuan Zhang, Huichi Zhou, Shuangjiao Li et al.2024 · 1 citationarXiv
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark2402.04788v3 · Dongping Chen, Ruoxi Chen, Shilin Zhang et al.2024 · 6 citationsarXiv
Career total: 30 works. 25 are in this corpus.
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