emiconductor lasers have typically been used to tackle speed and capacity bottlenecks in data communications 1 . However, due to the relatively high manufacturing costs and the relatively complex driver circuits of lasers 2 , as well as eye safety issues, alternative solutions have been sought for future applications in human-centric systems, short-distance communications and indoor wireless data services. Light-emitting diodes (LEDs) are a cost-effective and low-power alternative 2-4 . LED-based links are, in particular, expected to be extensively used in Internet of Things (IoT) and 6G technologies, and in moderate/high-speed photonic interconnects, visible light communications (VLC), underwater communications and accurate indoor positioning applications [2][3][4][5] .The potential use of LEDs in next-generation data communications is driven by the rapid development of energy-efficient LEDs that can function as illumination and signalling devices. The concepts and fundamental principles of LED links are illustrated in Box 1. Micro-LEDs (µLEDs) based on crystalline inorganic III-V semiconductors have been widely examined for communications 2 . Because of advances in epitaxy, lithography and flip-chip techniques 6 , III-V µLEDs have delivered a modulation bandwidth from several hundred megahertz to over one gigahertz 2,7 . A non-polar m-plane InGaN/GaN µLED with a high modulation bandwidth of 1.5 GHz was demonstrated in 2018 7 , and a 1.3 GHz electrical-to-optical bandwidth quantum dot (QD) µLED was recently reported with a data rate of 4 Gbps (ref. 8 ). Nevertheless, conventional approaches are challenged by the high requirements for low size, weight, power and cost of next-generation data communication systems 5,9,10 .Organic semiconductors, colloidal quantum dots (CQDs) and metal halide perovskites offer tailorable optoelectronic properties, mechanical flexibility and low-cost processing 10 . These characteristics make them attractive candidates for use in low-cost and low-power LED links in next-generation integrated and scalable data communication modules. Thus, while conventional inorganic thin-film technologies are likely to continue to play a dominant role in optical communications 9,11 , we believe that LEDs based on these emerging materials can provide a complementary role. In this Review, we examine the development of emerging semiconductor materials for LEDs and colour converters. We first consider the fundamentals of LED-based optical communication systems, and then explore efforts to boost the frequency response and enhance the external quantum efficiency (EQE) of LEDs based on emerging materials. Finally, we consider the challenges that exist in developing these LEDs for practical communication systems.