% Generated by IEEEtran.bst, version: 1.14 (2015/08/26) \begin{thebibliography}{10} \providecommand{\url}[1]{#1} \csname url@samestyle\endcsname \providecommand{\newblock}{\relax} \providecommand{\bibinfo}[2]{#2} \providecommand{\BIBentrySTDinterwordspacing}{\spaceskip=0pt\relax} \providecommand{\BIBentryALTinterwordstretchfactor}{4} \providecommand{\BIBentryALTinterwordspacing}{\spaceskip=\fontdimen2\font plus \BIBentryALTinterwordstretchfactor\fontdimen3\font minus \fontdimen4\font\relax} \providecommand{\BIBforeignlanguage}[2]{{% \expandafter\ifx\csname l@#1\endcsname\relax \typeout{** WARNING: IEEEtran.bst: No hyphenation pattern has been}% \typeout{** loaded for the language `#1'. Using the pattern for}% \typeout{** the default language instead.}% \else \language=\csname l@#1\endcsname \fi #2}} \providecommand{\BIBdecl}{\relax} \BIBdecl \bibitem{McEwen24HiRISE} A.~McEwen, S.~Byrne, C.~Hansen, I.~Daubar, S.~Sutton, C.~Dundas, N.~Bardabelias, N.~Baugh, J.~Bergstrom, R.~Beyer, K.~Block, V.~Bray, J.~Bridges, M.~Chojnacki, S.~Conway, W.~Delamere, T.~Ebben, A.~Espinosa, A.~Fennema, J.~Grant, V.~Gulick, K.~Herkenhoff, R.~Heyd, R.~Leis, L.~Ojha, S.~Papendick, C.~Schaller, N.~Thomas, L.~Tornabene, C.~Weitz, and S.~Wilson, ``The high-resolution imaging science experiment (hirise) in the mro extended science phases (2009–2023),'' \emph{Icarus}, vol. 419, p. 115795, 2024. \bibitem{Malin07CTX} M.~C. Malin, J.~F. Bell~III, B.~A. Cantor, M.~A. Caplinger, W.~M. Calvin, R.~T. Clancy, K.~S. Edgett, L.~Edwards, R.~M. Haberle, P.~B. James, S.~W. Lee, M.~A. Ravine, P.~C. Thomas, and M.~J. Wolff, ``Context camera investigation on board the mars reconnaissance orbiter,'' \emph{Journal of Geophysical Research: Planets}, vol. 112, no.~E5, 2007. \bibitem{Murchie07CRISM} S.~Murchie, R.~Arvidson, P.~Bedini, K.~Beisser, J.-P. Bibring, J.~Bishop, J.~Boldt, P.~Cavender, T.~Choo, R.~T. Clancy, E.~H. Darlington, D.~Des~Marais, R.~Espiritu, D.~Fort, R.~Green, E.~Guinness, J.~Hayes, C.~Hash, K.~Heffernan, J.~Hemmler, G.~Heyler, D.~Humm, J.~Hutcheson, N.~Izenberg, R.~Lee, J.~Lees, D.~Lohr, E.~Malaret, T.~Martin, J.~A. McGovern, P.~McGuire, R.~Morris, J.~Mustard, S.~Pelkey, E.~Rhodes, M.~Robinson, T.~Roush, E.~Schaefer, G.~Seagrave, F.~Seelos, P.~Silverglate, S.~Slavney, M.~Smith, W.-J. Shyong, K.~Strohbehn, H.~Taylor, P.~Thompson, B.~Tossman, M.~Wirzburger, and M.~Wolff, ``Compact reconnaissance imaging spectrometer for mars (crism) on mars reconnaissance orbiter (mro),'' \emph{Journal of Geophysical Research: Planets}, vol. 112, no.~E5, 2007. \bibitem{Smith01MOLA} D.~E. Smith, M.~T. Zuber, H.~V. Frey, J.~B. Garvin, J.~W. Head, D.~O. Muhleman, G.~H. Pettengill, R.~J. Phillips, S.~C. Solomon, H.~J. Zwally, W.~B. Banerdt, T.~C. Duxbury, M.~P. Golombek, F.~G. Lemoine, G.~A. Neumann, D.~D. Rowlands, O.~Aharonson, P.~G. Ford, A.~B. Ivanov, C.~L. Johnson, P.~J. McGovern, J.~B. Abshire, R.~S. Afzal, and X.~Sun, ``Mars orbiter laser altimeter: Experiment summary after the first year of global mapping of mars,'' \emph{Journal of Geophysical Research: Planets}, vol. 106, no. E10, pp. 23\,689--23\,722, 2001. \bibitem{Grotzinger12Curiosity} J.~P. Grotzinger, J.~Crisp, A.~R. Vasavada, R.~C. Anderson, C.~J. Baker, R.~Barry, D.~F. Blake, P.~Conrad, K.~S. Edgett, B.~Ferdowski, R.~Gellert, J.~B. Gilbert, M.~Golombek, J.~Gómez-Elvira, D.~M. Hassler, L.~Jandura, M.~Litvak, P.~Mahaffy, J.~Maki, M.~Meyer, M.~C. Malin, I.~Mitrofanov, J.~J. Simmonds, D.~Vaniman, R.~V. Welch, and R.~C. Wiens, ``Mars science laboratory mission and science investigation,'' \emph{Space Science Reviews}, vol. 170, no.~1, pp. 5--56, 2012. \bibitem{Li21ZhuRong} C.~Li, R.~Zhang, D.~Yu, G.~Dong, J.~Liu, Y.~Geng, Z.~Sun, W.~Yan, X.~Ren, Y.~Su, W.~Zuo, T.~Zhang, J.~Cao, G.~Fang, J.~Yang, R.~Shu, Y.~Lin, Y.~Zou, D.~Liu, B.~Liu, D.~Kong, X.~Zhu, and Z.~Ouyang, ``China's mars exploration mission and science investigation,'' \emph{Space Science Reviews}, vol. 217, no.~4, p.~57, 2021. \bibitem{Wang26marsretrieval} S.~Wang, Y.~Wang, and H.~Wei, ``Marsretrieval: Benchmarking vision-language models for planetary-scale geospatial retrieval on mars,'' \emph{arXiv preprint arXiv:2602.13961}, 2026. \bibitem{Cai25LLM} W.~Cai, J.~Jiang, F.~Wang, J.~Tang, S.~Kim, and J.~Huang, ``A survey on mixture of experts in large language models,'' \emph{IEEE Transactions on Knowledge and Data Engineering}, vol.~37, no.~7, pp. 3896--3915, 2025. \bibitem{Lewis20RAG} P.~Lewis, E.~Perez, A.~Piktus, F.~Petroni, V.~Karpukhin, N.~Goyal, H.~K\"{u}ttler, M.~Lewis, W.-t. Yih, T.~Rockt\"{a}schel, S.~Riedel, and D.~Kiela, ``Retrieval-augmented generation for knowledge-intensive nlp tasks,'' in \emph{Proceedings of the 34th International Conference on Neural Information Processing Systems}, ser. NIPS '20.\hskip 1em plus 0.5em minus 0.4em\relax Red Hook, NY, USA: Curran Associates Inc., 2020. \bibitem{Zhou24hallucination} Y.~Zhou, Z.~Liu, J.~Jin, J.-Y. Nie, and Z.~Dou, ``Metacognitive retrieval-augmented large language models,'' in \emph{Proceedings of the ACM Web Conference 2024}, ser. WWW '24.\hskip 1em plus 0.5em minus 0.4em\relax New York, NY, USA: Association for Computing Machinery, 2024, p. 1453–1463. \bibitem{Pan24KGandLLM} S.~Pan, L.~Luo, Y.~Wang, C.~Chen, J.~Wang, and X.~Wu, ``Unifying large language models and knowledge graphs: A roadmap,'' \emph{IEEE Trans. on Knowl. and Data Eng.}, vol.~36, no.~7, p. 3580–3599, Jul. 2024. \bibitem{Wu25MultiRAG} W.~Wu, H.~Wang, B.~Li, P.~Huang, X.~Zhao, and L.~Liang, ``Multirag: A knowledge-guided framework for mitigating hallucination in multi-source retrieval augmented generation,'' in \emph{2025 IEEE 41st International Conference on Data Engineering (ICDE)}, 2025, pp. 3070--3083. \bibitem{Wang25Astute} F.~Wang, X.~Wan, R.~Sun, J.~Chen, and S.~O. Arik, ``Astute {RAG}: Overcoming imperfect retrieval augmentation and knowledge conflicts for large language models,'' in \emph{Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)}, W.~Che, J.~Nabende, E.~Shutova, and M.~T. Pilehvar, Eds.\hskip 1em plus 0.5em minus 0.4em\relax Vienna, Austria: Association for Computational Linguistics, Jul. 2025, pp. 30\,553--30\,571. \end{thebibliography}