Abstract: A device may train a KGE model based on an initial knowledge graph, and may generate an initial embedding matrix based on training the KGE model. The device may receive a new KG representing new information, and may convert the new KG to new KG triples. The device may generate corruption data based on the new KG triples, and may generate embeddings based on the new embedding matrix and the corruption data. The device may process the embeddings, with the KGE model, to generate scores and a loss, and may regularize the embeddings and the scores/loss for seen and unseen concepts. The device may calculate a regularized loss based on regularizing the embeddings, the scores, and the loss, and may calculate an incremental learning loss based on the loss and the regularized loss. The device may train the KGE model based on the scores and the incremental learning loss.

Abstract: A multi-purpose barbecue grill has a body, at least one lower grate, an upper grate, a rotating skewer assembly, a heating assembly, and a drip pan. The body has a base, a back sheet, and two side walls. The base is disposed at a bottom of the body. The back sheet is mounted on a front surface of the base. The two side walls are mounted to two side surfaces of the base respectively. Each one of the two side walls has multiple supporting sets disposed on an inner surface thereon. The at least one lower grate is detachably mounted to two corresponding supporting sets of the two side walls. The upper grate is mounted to the two side walls of the body. The rotating skewer assembly is detachably mounted in the body. The heating assembly is rotatably mounted in the body. The drip pan is detachably disposed on the base of the body.

Abstract: A multi-purpose barbecue grill has a body, at least one lower grate, an upper grate, a rotating skewer assembly, a heating assembly, and a drip pan. The body has a base, a back sheet, and two side walls. The base is disposed at a bottom of the body. The back sheet is mounted on a front surface of the base. The two side walls are mounted to two side surfaces of the base respectively. Each one of the two side walls has multiple supporting sets disposed on an inner surface thereon. The at least one lower grate is detachably mounted to two corresponding supporting sets of the two side walls. The upper grate is mounted to the two side walls of the body. The rotating skewer assembly is detachably mounted in the body. The heating assembly is rotatably mounted in the body. The drip pan is detachably disposed on the base of the body.

Abstract: The present invention provides a griller with detachable stove. The griller includes a pedestal portion and a stove portion. The stove has a connecting portion at a bottom of the main body of the stove, that can be assembled onto the stove coupling portion of the pedestal portion. Thus, the stove is integrated with the pedestal, or the stove can be removed from the pedestal for independent use. In such a case, the stove can be placed on the ground or a desk via the stand at the bottom of the main body. The large-sized griller of the present invention can be converted into a lightweight type of griller.

Abstract: The present invention provides an improved chassis assembly structure for a griller. The lateral frames of the chassis assembly structure are provided with a rotary base for horizontal rotation an upper positioning rod is mounted at the top between lateral frames. A support structure for the chassis could be quickly assembled by joining the rotary base during assembly of the chassis. An upper positioning rod is combined, thus providing a major chassis structure. The present invention enables a user to assemble a frame of a chassis featuring time-saving and convenient assembly with greater efficiency.

Abstract: The present invention provides an improved pedestal structure of griller. The pedestal structure includes a pedestal body, which includes two lateral plates, a back plate and a bottom plate, forming an inner space and a lateral open end. There is a frame, which is an integral square frame body forming an upper/lower frame portion, and a left/right frame portion. The frame is positioned fixedly onto lateral open end of the pedestal body. With an integral square frame, the lateral plates of the pedestal body assemble more robustly and stably. If the frame is provided with two folded door panels, flush mounting and smoothness through alignment of two door panels are enabled to suit demanding requirements.

Abstract: The present invention provides an improved baffle plate structure of a far-infrared core of the griller. The baffle plate is horizontally mounted at regular intervals over the far-infrared core of the existing griller. The baffle plate has a predefined profile, thickness and light transmission property. The baffle plate has a facade in a curved shape forming at least a convex portion and two falling sides. The convex portion faces upwards, and two falling sides of the baffle plate are extended to two predefined positions at both sides of the far-infrared core, thus enabling the baffle plate to cover the top surface of far-infrared core.