By combining the photometric, spectroscopic, and astrometric information of the stars in the sightline of SNRs, the distances to and the extinctions of 32 Galactic supernova remnants (SNRs) are investigated. The stellar atmospheric parameters are from the SDSS−DR14/APOGEE and LAMOST−DR5/LEGUE spectroscopic surveys. The multi-band photometry, from optical to infrared, are collected from the Gaia, APASS, Pan-STARRS1, 2MASS, and WISE surveys. With the calibrated Gaia distances of individual stars, the distances to 15 of 32 SNRs are well determined from their produced extinction and association with molecular clouds. The upper limits of distance are derived for 3 SNRs. The color excess ratios E(g P1 − λ)/E(g P1 − r P1 ) of 32 SNRs are calculated, and their variation with wavebands is fitted by a simple dust model. The inferred dust grain size distribution bifurcates: while the graphite grains have comparable size to the average ISM dust, the silicate grains are generally larger. Along the way, the average extinction law from optical to near-infrared of the Milky Way is derived from the 1.3 million star sample and found to agree with the CCM89 law with R V = 3.15. the sightline towards the SNR are selected, and their interstellar extinctions are calculated. Secondly, the distance to the SNR is estimated from the position where the extinction increases sharply due to the higher dust density of the SNR than its foreground ISM. Last, the extinction law and the dust properties of the SNR are derived. It should be clarified that the dust of SNR is merely produced by the SN ejecta. The dust produced by the SN ejecta is hardly more than a solar mass, which is shown by the case of young SNRs. For example, Matsuura et al. (2015) derived 0.8 M for SN 1987A, Bevan et al. (2017) derived ∼1.1 M for Cas A, and Owen & Barlow (2015) 0.6 M for the Crab Nebula.However, the expansion of the SN shock waves can sweep up massive enough ambient interstellar dust to produce relative large extinction jumps, in particular so considering that many SN explosions occur in large molecular clouds (MCs). Draine (2009) estimated the ISM mass to be swept by a SN explosion of about 1000 M . Compared to Paper I, we make a few important improvements: (1) the stellar distance is measured by Gaia and extracted from the newly released Gaia DR2 catalog. The distance from the Gaia parallax is a geometrical measurement without dependence on stellar model and interstellar extinction; (2) the extinction curve is derived from optical to IR, which reveals more accurately the properties of the SNR dust, whereas Paper I only studied the NIR extinction law that might be universal (Wang & Jiang 2014); (3) the study is systematic by including many more SNRs and the conclusion will be drawn from a wider range of SNRs.The paper is organized as follows. In Section 2, we describe the data sets and objects used in this work and the quality control to build the star sample. The methods underpinning the determination of intrinsic color indices and extinctions are introduced i...