SemaPLC: A Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation Paper • 2608.18565 • Published Aug 19 • 65
SemaClaw: A Step Towards General-Purpose Personal AI Agents through Harness Engineering Paper • 2604.11548 • Published Apr 13 • 22
Sema Code: Decoupling AI Coding Agents into Programmable, Embeddable Infrastructure Paper • 2604.11045 • Published Apr 13 • 26
TriAttention: Efficient Long Reasoning with Trigonometric KV Compression Paper • 2604.04921 • Published Apr 6 • 113
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Paper • 2604.02029 • Published Apr 2 • 111
EpochX: Building the Infrastructure for an Emergent Agent Civilization Paper • 2603.27304 • Published Mar 28 • 21
QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining Paper • 2602.07085 • Published Feb 6 • 101
Spider-Sense: Intrinsic Risk Sensing for Efficient Agent Defense with Hierarchical Adaptive Screening Paper • 2602.05386 • Published Feb 5 • 52
Advances and Frontiers of LLM-based Issue Resolution in Software Engineering: A Comprehensive Survey Paper • 2601.11655 • Published Jan 15 • 63
Controlled Self-Evolution for Algorithmic Code Optimization Paper • 2601.07348 • Published Jan 12 • 79
SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents Paper • 2508.02085 • Published Aug 4, 2025 • 2
KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions Paper • 2601.04745 • Published Jan 8 • 43
MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences Paper • 2601.06789 • Published Jan 11 • 65
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published Jan 11 • 199
GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging Paper • 2508.18993 • Published Aug 26, 2025 • 5