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Kang Zhou

A Systematic Survey of Automatic Prompt Optimization Techniques
2025 · Kiran Ramnath, Kang Zhou, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 27
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Learning Heterogeneous Relation Graph and Value Regularization Policy for Visual Navigation
2023 · Kang Zhou, Chi Guo, et al. · IEEE Transactions on Neural Networks and Learning Systems · 23
Optimal Graph Transformer Viterbi knowledge inference network for more successful visual navigation
2023 · Kang Zhou, Chi Guo, et al. · Advanced Engineering Informatics · 17
Learning multimodal adaptive relation graph and action boost memory for visual navigation
2024 · Jian Luo, Bo Cai, et al. · Advanced Engineering Informatics · 12
Improving indoor visual navigation generalization with scene priors and Markov relational reasoning
2022 · Kang Zhou, Chi Guo, et al. · Applied Intelligence · 9
Learning and grounding visual multimodal adaptive graph for visual navigation
2025 · Kang Zhou, Jianping Wang, et al. · Information Fusion · 4
Relation-wise transformer network and reinforcement learning for visual navigation
2024 · Yu He, Kang Zhou · Neural Computing and Applications · 4
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TransNav: spatial sequential transformer network for visual navigation
2022 · Kang Zhou, Huyin Zhang, et al. · Journal of Computational Design and Engineering · 4
Visual Navigation via Reinforcement Learning and Relational Reasoning
2021 · Kang Zhou, Chi Guo, et al. · IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) · 4
Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models
2025 · Sangmin Woo, Kang Zhou, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 3
Multi-modal scene graph inspired policy for visual navigation
2024 · Yu He, Kang Zhou, et al. · The Journal of Supercomputing · 3
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Relational attention-based Markov logic network for visual navigation
2022 · Kang Zhou, Chi Guo, et al. · The Journal of Supercomputing · 2
FinPerMA: A Theory-Informed, Event-Grounded Personalized-Memory Benchmark for LLM Agents
2026 · Wang, Ben, Zhou, Kang, et al. · arXiv (Cornell University)
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Interactive 3D scene graph alignment for zero-shot object navigation
2026 · Yu He, Kang Zhou, et al. · Neural Networks
Visual and multi-modal knowledge graph grounding model for visual navigation
2026 · Jin Wang, Cong Li, et al. · Neurocomputing
Leverage visual attention and multimodal scene graph for visual navigation
2026 · Zengkai Wang, Cong Li, et al. · Applied Intelligence
Learning to Ideate for Machine Learning Engineering Agents
2026 · Association for Computational Linguistics 2026, Cheong, Lin, et al. · Underline Science Inc.
Diffusion Language Model Inference with Monte Carlo Tree Search
2026 · Association for Computational Linguistics 2026, Cheong, Lin, et al. · Underline Science Inc.
Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation
2025 · Xu, Zhichao, Wu, Zongyu, et al. · arXiv (Cornell University)
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Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models
2025 · Woo, Sangmin, Zhou, Kang, et al. · arXiv (Cornell University)
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Bridge: A Unified Framework to Knowledge Graph Completion via Language Models and Knowledge Representation
2024 · Qiao, Qiao, Li, Yuepei, et al. · arXiv (Cornell University)
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RTransNav:Relation-wise Transformer Network for More Successful Object Goal Navigation
2023 · Kang Zhou, Chi Guo, et al. · Adaptive Agents and Multi-Agents Systems
V-TransTDN: Visual Transformer Network for Target-Driven Navigation using Meta-reinforcement Learning
2022 · Fei Li, Chi Guo, et al. · IEEE Smart World Congress (SWC)
Works count: 25
Citation count: 112
H-index: 5
I10-index: 4
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