Ph.D. student at INDElab, University of Amsterdam. Primarily focuses on enhancing Temporal Knowledge Graphs to better capture the dynamic nature of real-world entities and their relationships over time. https://bsky.app/profile/pengyu-zhang.bsky.socialhttps://bsky.app/profile/pengyu-zhang.bsky.social/post/3mljhbf3en22s👋 At ESWC 2026 this week. 1️⃣ Ambiguous does not mean useless. 2️⃣ When an image confuses the encoder, write it down. 3️⃣ No redesign, just better data. ☝ That's the short version of our paper "Beyond Images - Are a Thousand Words Better Than a Single Picture?" (arxiv.org/abs/2603.16974) #ESWC202610 May 2026 19:05 +0000at://did:plc:vftnddodcbaewzdnrolle3xr/app.bsky.feed.post/3mljhbf3en22shttps://bsky.app/profile/pengyu-zhang.bsky.social/post/3lyzg63xqlc2dHi Our survey on "LLM for data challenges in graphs" got accepted at ESWA. Feedback and questions are welcome! paper: https://www.sciencedirect.com/science/article/pii/S0957417425032580 github: https://github.com/limengran98/Awesome-Literature-Graph-Learning-Challenges17 Sep 2025 08:29 +0000at://did:plc:vftnddodcbaewzdnrolle3xr/app.bsky.feed.post/3lyzg63xqlc2d