Daily Papers of 2026-01-02

1. Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling 96 upvotes, #1 of 2026-01-02
2. Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space 54 upvotes, #2 of 2026-01-02
3. DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models 47 upvotes, #3 of 2026-01-02
4. On the Role of Discreteness in Diffusion LLMs 17 upvotes, #4 of 2026-01-02
5. Dream2Flow: Bridging Video Generation and Open-World Manipulation with 3D Object Flow 7 upvotes, #5 of 2026-01-02
6. FlowBlending: Stage-Aware Multi-Model Sampling for Fast and High-Fidelity Video Generation 6 upvotes, #6 of 2026-01-02
7. TESO Tabu Enhanced Simulation Optimization for Noisy Black Box Problems 2 upvotes, #7 of 2026-01-02

Data: hysts-bot-data/daily-papers-stats and the Daily Papers API. Open data: tardellirs/paper-pulse-data. Sister project: Model Pulse, the download history of every model on the Hub.