🔬 Research Pulse
Daily Digest
October 01, 2026
🤖 AI
🧠 LLMs
1. Semifactual Credit-Augmented Policy Optimization
Authors: Junshu Pan, Zhizhang Fu, Shulin Huang... Published: 2026-09-30 | Citations: 0 arXiv | PDF
👁️ Vision
1. Looped Diffusion Transformer
Authors: Yong Xien Chng, Tianyi Chen, Wenwen Tong... Published: 2026-09-30 | Citations: 0 arXiv | PDF
2. MemLife: Curating and Reasoning over Long-Term Egocentric Video Memories
Authors: Guangzhi Xiong, Xinyuan Zhang, Xiao Yang... Published: 2026-09-30 | Citations: 0 arXiv | PDF
🦾 ROBOTICS
1. DynaHarness: A Dynamic Physical Harness for Self-Evolving Robot Agents
Authors: Haoyuan Deng, Jiebin Liu, Tengxiao Zhang... Published: 2026-09-30 | Citations: 0 arXiv | PDF
2. EWAM: Emergent Depth-Wise Specialization in a Unified Embodied Model -- From Semantic Understanding through Visual Foresight to Action
Authors: Hao Wang, Jiajun Wen, Jingzhi Liu... Published: 2026-09-30 | Citations: 0 arXiv | PDF
3. Ego4WAM: What Matters When Scaling Egocentric Human Data for Robot Learning?
Authors: Zhihao Sun, Liu Liu, Xinjiang Wang... Published: 2026-09-30 | Citations: 0 arXiv | PDF
💻 COMPUTE
1. HAPMoE: Heterogeneity-Aware Automatic Parallelism Planning for Mixture-of-Experts Models Training
Authors: Mengyuan Fan, Peizhuang Cong, Zixiao Huang... Published: 2026-09-30 | Citations: 0 arXiv | PDF
2. STELLA: A 16nm Spatio-Temporal Elastic Low-Latency CGRA for Multi-Stage Pipelined Applications
Authors: Jun Yin, Chao Fang, Ryan Antonio... Published: 2026-09-30 | Citations: 0 arXiv | PDF
3. Efficient Expert-Parallel Communication on PCIe-Connected Consumer GPUs
Authors: Jaehwan Lee, Sangmin Lee, Chaewon Kim... Published: 2026-09-30 | Citations: 0 arXiv | PDF
⚡ ENERGY
1. Realization of ZnSe-based Field-Effect Transistors operating at Cryogenic Temperatures as a Platform for Future Spin-Qubit Applications
Authors: Christine Falter, Yurii Kutovyi, Nils von den Driesch... Published: 2026-09-30 | Citations: 0 arXiv | PDF
2. Controlling Switching Evolution in Lead-Free Perovskite-Inspired Chalcogenide Memristors for Neuromorphic Computing
Authors: Emmanuel Joseph Shaji, Zhiyuan Li, Srikanth Doddapaneni... Published: 2026-09-30 | Citations: 0 arXiv | PDF
3. Atomic-Scale Imaging of Lattice Relaxation and Topological Flat Bands in Helical Trilayer Graphene
Authors: Shudan Jiang, Zonglin Li, Yu Gu... Published: 2026-09-30 | Citations: 0 arXiv | PDF
🏥 HEALTHCARE
1. Computational Insights into Mechanostability and Dissociation Dynamics of the Dengue Virus Envelope Protein Ectodomain Dimer Across pH and Temperature Gradients
Authors: Georcki Ropón-Palacios, Luís G. F. Crespi, Jakub Rydzewski... Published: 2026-09-30 | Citations: 0 arXiv | PDF
2. CellMSA: Context Modeling for Single-Cell Representation Learning
Authors: Suyuan Zhao, Minghao Liu, Yizhen Luo... Published: 2026-09-30 | Citations: 0 arXiv | PDF
3. Ca$^{2+}$-tunable mechanics and recoil in reconstituted Tcb2 networks
Authors: Xiangting Lei, K. R. Prathyusha, Carlos Floyd... Published: 2026-09-29 | Citations: 0 arXiv | PDF
🔬 MATERIALS
1. Fingerprints of unconventional pairing in superconductor-hole-gas heterostructures
Authors: Serafim S. Babkin, Karsten Flensberg, Jeroen Danon... Published: 2026-09-30 | Citations: 0 arXiv | PDF
2. A transferable full-band Monte Carlo framework for complex alloy avalanche photodiodes
Authors: Shafat Shahnewaz, Hannaneh Karimi, Joe C. Campbell... Published: 2026-09-30 | Citations: 0 arXiv | PDF
3. Topological Fermi-polaron Polaritons with Electrically Invertible Topology
Authors: Xin Xie, Chenxi Liu, Yuze Liu... Published: 2026-09-30 | Citations: 0 arXiv | PDF
🔥 GitHub Trending
1. yetone/magpie
⭐ 3975 stars | Go
Every agent's model. One place. Codex on DeepSeek, Claude Code on Kimi, from the menu bar.
claude-code codex deepseek gemini-cli llm macos
2. Bingeljell/image-to-3dlab
⭐ 349 stars | Python
Local image or text → game-ready 3D on your own machine. Retopology, repaint, rigging and animation helpers, in a web viewer and a CLI. Runs Pixal3D, TRELLIS.2, Hunyuan3D and SF3D. Apple Silicon and N
3d-generation 3d-models apple-silicon blender cuda game-assets
3. jrz97619761/test-model-thing
⭐ 301 stars | Python
A small proof-of-concept language model (not an LLM) incorporating latent-space prediction, internal state using recurrent trace units, and byte-by-byte output, built with MLX.
ai apple-silicon artificial-intelligence bytes continual-learning jepa
4. Yzw202011/OmniSpace
⭐ 297 stars | Python
本地优先的全栈 AI 创作工作站：AI对话 · AI漫画 · 漫剧创作 · 写作台 · 知识学习五大模块；vLLM / llama.cpp / Transformers 多引擎本地推理，显存智能调度、舱壁隔离自愈、仅供学习使用，欢迎交流指正。
ai-comic ai-manga fastapi knowledge-graph llama-cpp local-first
5. CheshireMew/VoxWeave
⭐ 239 stars | Python
Local-first high-quality offline RVC voice conversion workstation
audio-processing cuda ffmpeg local-first pyside6 qml
6. surya-koritala/Glyd
⭐ 239 stars | Rust
Lossless AI compression: 33% less GPU memory, bit for bit.
benchmark c-abi cli compression cuda data-compression
7. KaiWU5/Awesome-AI4AI
⭐ 178 stars | Python
AI4AI Survey: can AI reliably improve AI? 223 papers on long-horizon agents, benchmarks, harness design, and recursive self-improvement · updated weekly
agent-benchmarks agent-harness agi ai-agents ai-research ai4ai
8. lordx64/phantom-kv
⭐ 178 stars | Python
Refusal removal as a loadable KV-cache graft — zero weight modification, no refusal-direction projection, fully reversible.
abliteration kv-cache llm mechanistic-interpretability model-steering pytorch
9. dawnop/dawn-lang
⭐ 154 stars | Python
Self-hosted functional language with explicit effects. Compiles to JVM bytecode, C, and NVIDIA GPU kernels via cuTile.
bootstrapping bytecode compiler cuda cutile effect-system
10. lucidrains/x-jepa
⭐ 126 stars | Python
Explorations into some of the approaches advocated by Yann LeCun, and just a more wholistic architecture (JEPA) in general
artificial-intelligence deep-learning jepa world-models
11. seoan1024/Korean-llm-v3
⭐ 115 stars | Python
PyTorch 기반 한국어 LLM 구현 및 학습 프로젝트
1b ai deep-learning from-scratch korean korean-nlp
12. denis-pplx/autojev
⭐ 114 stars | Python
Full-weight Qwen decision model with calibrated probabilities, training code, REST API, and playground.
calibration classification pytorch qwen
13. mattn/tensai
⭐ 110 stars | Go
A tiny neural-network framework in pure Go with AVX2 SIMD kernels (GOEXPERIMENT=simd)
autograd avx2 deep-learning gguf golang llm
14. jshn9515/deep-learning-notes
⭐ 70 stars | Python
Personal deep learning study notes and tutorial-style notebooks
deep-learning deep-learning-tutorial jupyter-notebooks pytorch quarto tutorial
Generated by Research Pulse on 2026-10-01 06:14