Based on 3 reported problems, TuSimple interviews are significantly harder than average - 67% Hard vs 18% across all companies.
Compared to the industry average, TuSimple puts unusual emphasis on array (100% of problems, 1.7x the industry average). If you're short on time, these are the categories to double down on.
The most common topics are array (100%), dynamic-programming (33.3%), hash-table (33.3%), prefix-sum (33.3%). Problems below are sorted by frequency, the ones at the top are asked most often.