🔬 Research Pulse
Monthly 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
2. Learning Functional Subspaces for Neural Network Compression
Authors: Massimo Bini, Anders Christensen, Stephan Alaniz... Published: 2026-09-30 | Citations: 0 arXiv | PDF
🤖 Agents
1. Breaking Babel: A Self-Evolving Multi-Agent System for Long-Form Subtitle Translation
Authors: Haibo Jin, Xinjie Li, Najmeh Sadoughi... Published: 2026-09-29 | Citations: 0 arXiv | PDF
2. PhantomEnvironments: Training LLM Agents in Fictional Worlds
Authors: Anmol Kabra, Swathi Saravana Selvam, Albert Gong... 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
3. WorldAuditBench: Interactive 3D World Auditing with Multimodal Agents
Authors: Ziyan Jiang, Jingbo Yang, Jiabao Ji... Published: 2026-09-30 | Citations: 0 arXiv | PDF
4. STARS: From Spatiotemporal Dynamics to Social Representations in Human-Robot Interaction
Authors: Nathan Tsoi, Michael J. Munje, Tejas Oberoi... 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
4. Dream4ACT: A Shared Visual Action Interface for Multi-Embodiment Video-Action Modeling
Authors: Xiangyu Zhu, Jin Xu, Yue Guo... Published: 2026-09-30 | Citations: 0 arXiv | PDF
5. StreamRig: Exploiting Intra-Rig Geometry for Streaming Multi-Camera Odometry
Authors: Yufei Wei, Shuhao Ye, Qi Wang... Published: 2026-09-30 | Citations: 0 arXiv | PDF
6. Tactile Curiosity Drives Robot Interaction
Authors: Klemens Iten, Alexander Proshkin, Bhavya Sukhija... Published: 2026-09-30 | Citations: 0 arXiv | PDF
7. Multi-Link Safety Filtering for VLA Policies Around Moving Hazards
Authors: Yatharth Agarwal, Vijay Raghunathan Published: 2026-09-30 | Citations: 0 arXiv | PDF
8. Magnetic based In-situ Self 3D Pose Estimation for a Modular Soft Tendon-Driven Continuum Robot via IMU-Fusion
Authors: Zheng Cao, Guo Ning Sue, Xiangyun Bu... 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. SCORAS-MoE: Joint Compression and Resource-Adaptive Deployment of MoE-VLMs in LEO Satellite Networks
Authors: Tong Quan, Yuanlong Wan, Huasen He... Published: 2026-09-29 | Citations: 0 arXiv | PDF
3. Accelerator Choice Is Not Enough: AlphaFold2 Inference on Cloud TPUs
Authors: Lorenzo Pazienza, Ihab El Bani Published: 2026-09-28 | Citations: 0 arXiv | PDF
4. 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
5. Beneath the Tokens: A Performance Engineering Study of Multi-Token Prediction in GPU-Accelerated LLM Inference
Authors: Suwesh Prasad Sah Published: 2026-09-28 | Citations: 0 arXiv | PDF
6. Characterizing High Bandwidth Flash for LLM Serving
Authors: Zack Yu, Chloe Wong, Coleman Hooper... Published: 2026-09-30 | Citations: 0 arXiv | PDF
7. Efficient Expert-Parallel Communication on PCIe-Connected Consumer GPUs
Authors: Jaehwan Lee, Sangmin Lee, Chaewon Kim... Published: 2026-09-30 | Citations: 0 arXiv | PDF
8. Structure-augmented LLMs for High-Level Synthesis Pragma Optimization
Authors: Haocheng Xu, Ye Qiao, Phyo Pyae Moe Aung... Published: 2026-09-29 | Citations: 0 arXiv | PDF
⚡ ENERGY
1. Combined photoluminescence and electrical characterization of valley photovoltaic devices explained with an equivalent circuit
Authors: Daixi Xia, Abhinav S. Sharma, Andreas Pusch... Published: 2026-09-29 | Citations: 0 arXiv | PDF
2. 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
3. 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
4. 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
5. Engineering Grain Boundary Commensurability for Ferroelectric Stabilization in Hafnia-Based Films
Authors: Chuqiao Shi, Xinyan Li, Xing He... Published: 2026-09-30 | Citations: 0 arXiv | PDF
6. MyTm: An Automated Melting Temperature Calculation Toolkit
Authors: Y. S. Huang, H. X. Song, Y. Sun... Published: 2026-09-30 | Citations: 0 arXiv | PDF
7. Boron vacancies in bulk h-BN created by high-energy He+ irradiation
Authors: P. G. Vilyuzhanina, S. V. Bolshedvorskii, R. Isayev... Published: 2026-09-30 | Citations: 0 arXiv | PDF
8. Operando Charge Carrier Dynamics by Intensity-Modulated Photoluminescence: From Perovskite Thin Films to Solar Cells
Authors: Constantin Bach, Dong Won Kim, Yitian Du... Published: 2026-09-30 | Citations: 0 arXiv | PDF
🏥 HEALTHCARE
1. DoAtlas-2: A Foundation for Self-Evolving Causal Biomedical Discovery
Authors: Yulong Li, Rong Xia, Yuxuan Zhang... Published: 2026-09-28 | Citations: 0 arXiv | PDF
2. Assay-Aware BindingDB: Curating Experimental Context for Binding Affinity Prediction
Authors: Ming-Hsiu Wu, Xuejiao Shirley Guo, Bingsong Zeng... Published: 2026-09-27 | Citations: 0 arXiv | PDF
3. Benchmarking graph-based models for in-silico toxicity prediction in drug discovery
Authors: Noel Suarez-Barro, Manuel Lama, Juan C. Vidal Published: 2026-09-29 | Citations: 0 arXiv | PDF
4. Gel-Confined Rolling-Circle Amplification Enables Sensitive Single-Cell Proteoform Analysis
Authors: Luyao Zhao, Yanjun Yang, Yaochao Zheng... Published: 2026-09-28 | Citations: 0 arXiv | PDF
5. Robust Biomolecular Complex Design Across Protein Conformational Landscapes
Authors: Qingyuan Zeng, Zongqi Xu, Anglin Liu... Published: 2026-09-27 | Citations: 0 arXiv | PDF
6. 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
7. A General Harness for Protein Foundation Model Fitness Prediction
Authors: Yang Tan, Qijia Tian, Gangyu Sun... Published: 2026-09-28 | Citations: 0 arXiv | PDF
8. 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. Improving the critical current density of the $\mathrm{V}{0.59}\mathrm{Ti}{0.40}\mathrm{Ce}_{0.01}$ alloy superconductor through successive cold-working and annealing at different temperatures
Authors: Asi Khandelwal, SK. Ramjan, Basudev Padhi... Published: 2026-09-28 | Citations: 0 arXiv | PDF
2. Enhanced Critical Currents and Irreversibility Fields in YBa$_2$Cu$_4$O$_8$ Films through Ca-Substitution
Authors: Jiangteng Liu, Shuhei Funaki, Yuki Ogimoto... Published: 2026-09-28 | Citations: 0 arXiv | PDF
3. 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
4. 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
5. Topological Fermi-polaron Polaritons with Electrically Invertible Topology
Authors: Xin Xie, Chenxi Liu, Yuze Liu... Published: 2026-09-30 | Citations: 0 arXiv | PDF
6. Evanescent-wave Johnson Noise from Superconductors
Authors: Hruday Mallubhotla, Gustav Romare, Ilya Esterlis... Published: 2026-09-29 | Citations: 0 arXiv | PDF
7. Spectroscopic Evidence for Nontrivial Band Topology in Superconducting FeTe/MnTe Heterostructure
Authors: Shiwu Su, Yu Liang, Tongrui Li... Published: 2026-09-30 | Citations: 0 arXiv | PDF
8. Surface quantum response of plasmonic heterodimers: revealing the hidden nonlocality
Authors: Ida Juliane Bundgaard, Christos Mystilidis, Frederik Wulff Christensen... Published: 2026-09-30 | Citations: 0 arXiv | PDF
🔥 GitHub Trending
1. NandhaKishorM/laya
⭐ 29655 stars | Python
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per reque
calibration classification decision-model huggingface jev modernbert
2. hypit-ai/hypit
⭐ 18416 stars | TypeScript
Clone any viral video with AI agents. Not just a script, the whole workflow: swap the face, the words, the B-roll, ship 100 variants in one command, and get your 100M views.
agentic-ai ai ai-agents ai-video compiler dsl
3. Human-Agent-Society/reef
⭐ 7412 stars | Python
Infrastructure for continually self‑improving agents
agent-infrastructure ai-agents continual-learning inference llm llm-training
4. jev-chat/jev-chat-jarvis
⭐ 7215 stars | Kotlin
装在手机上的对话副驾：在 QQ / X / 飞书里读懂对方、给出候选回复、一键填入输入框，发不发由你。非侵入，只读屏幕，不 hook 不改包。
accessibility-service ai-assistant android chat-assistant chat-copilot llm
5. mizorewww/laya-mlx
⭐ 6676 stars | Python
Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.
apple-silicon decision-model inference laya local-ai machine-learning
6. bojieli/ai-infra-book
⭐ 5731 stars | Python
《深入理解 AI Infra：量化分析与系统设计》（李博杰 著）开源书稿：从硬件约束和模型架构出发，量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验
accelerator ai-infra ai-infrastructure book datacenter-network deepseek
7. KKKKhazix/AIHOT
⭐ 4551 stars | TypeScript
一个自己找热点、自己写日报的网站框架。把信源和精选标准换成你的，它就是你的行业热点站。
ai content-curation llm mcp news-aggregator rss
8. yetone/magpie
⭐ 4032 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
9. syv-ai/HyperQwen
⭐ 1797 stars | Python
Serve large Qwen models fast on the GPUs you actually own. Qwen3.8-27B on a single 24 GB card with vLLM: 127 tok/s single-user (381 when the answer quotes the prompt), ~1,035 tok/s at 64 concurrent, 1
consumer-gpu cuda inference-optimization kv-cache llm-inference local-llm
10. Tencent-Hunyuan/AuK
⭐ 1416 stars | Python
AuK: An Open-Source Foundational Model for Speech Generation and Editing
deep-learning foundation-models python pytorch separation speaker-extraction
11. whitecircle/halo
⭐ 805 stars | Python
Halo is an open-source framework built by White Circle for training large language and multimodal models
agent async-rl distributed-training fine-tuning grpo large-language-models
12. wfzyx/von
⭐ 803 stars | Python
The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.
decision-model jev machine-learning python rlcd system-one
13. qwdwqfwq/topconf-paper-figure-gallery
⭐ 699 stars | Python
3,516 curated Figure 1 / teasers from ICLR, ICML, NeurIPS, CVPR, ACL, AAAI (2023-2026), with tier badges and FigureForge retrieval-augmented figure drafting
aaai academic-writing acl awesome-list computer-vision cvpr
14. AbdelStark/awesome-typesafe-jev
⭐ 552 stars | HTML
Awesome Jev: a source-backed field guide to TypeSafe's System One model, with SDKs, live demos, agent tools, and independent evaluations.
agent-skills ai-agents awesome awesome-jev awesome-list awesome-lists
15. arcships/light-ocr
⭐ 510 stars | C++
Fast, offline OCR for Node.js & C++. PP-OCRv6 with Core ML / WebGPU hardware acceleration — recognize text in images with confidence scores & coordinates. npm: @arcships/light-ocr
apple-silicon computer-vision coreml cpp17 d3d12 image-processing
Generated by Research Pulse on 2026-10-01 09:03