Intimate partner violence (IPV) poses a public health burden, yet few studies have assessed co-existence of physical, emotional, and sexual IPV among adolescents. We assessed recent IPV victimization and associated factors and described IPV patterns and perpetrators among young people from urban slums in Kampala, Uganda. We conducted a prospective cohort study among 14 to 19-year-old individuals enrolled from March 2019 to March 2020 and followed quarterly for 12 months. We collected data on socio-demographics, sexual behavior, and substance use through interviews. Recent IPV victimization was documented at all visits if a participant reported experiencing physical, emotional, and/or sexual IPV in the past 3 months. Baseline factors associated with recent IPV victimization were determined using multivariable logistic regression. We enrolled 490 adolescents (60.6% female) with median age 18 years (Interquartile range (IQR) 17–18 years), 91.0% had less than secondary level education. Females mainly engaged in sex work (17.5%) and selling fruits/snacks (9.1%) while males commonly earned from sale of metal scrap or plastic waste (28.5%), 41% reported ≥10 life-time sexual partners, 16.1% were high-risk alcohol drinkers and 34.9% used illicit drugs in the past 3 months. Overall, 27.8% reported recent IPV victimization (20.0% females) with emotional IPV being common (17.8%). At baseline, recent IPV victimization was associated with high-risk alcohol consumption (adjusted odds ratio [aOR] 2.57; 95% confidence interval [CI] [1.44, 4.58]), reported paid sex in the past 3 months (aOR 1.82; [1.02, 3.22]) and being separated (aOR 2.47; [1.29, 4.73]). Recent IPV victimization declined from baseline to month 9 and increased at month 12 visits which coincided with the COVID-19 pandemic. IPV victimization is high among young people living in urban slums with emotional IPV being prevalent. IPV interventions are needed and should also address excessive alcohol consumption.