Stars
[WWW 2026] Enhancing Federated Class-Incremental Learning via Spatial-Temporal Statistics Aggregation
TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.
[NeurIPS 2025] VIKI‑R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning
SwiReasoning: Switch-Thinking in Latent and Explicit for Pareto-Superior Reasoning LLMs
Official Repo for SvS: A Self-play with Variational Problem Synthesis strategy for RLVR training
Code for experiments on combining the retrieval capabilities of encoder models
Storing long contexts in tiny caches with self-study
Official Code Release for "Training a Generally Curious Agent"
[NeurIPS'25] KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems
LLMRouter: An Open-Source Library for LLM Routing
Prompt-R1: Collaborative Automatic Prompting Framework via End-to-end Reinforcement Learning
Official implementation of "VIRAL: Visual Representation Alignment for MLLMs".
Latent Collaboration in Multi-Agent Systems
[NeurIPS'25] The official code implementation for paper "R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing"
The official code implementation for "Cache-to-Cache: Direct Semantic Communication Between Large Language Models"
[AAAI 2026] Code and Data for Paper "DEPO: Dual-Efficiency Preference Optimization for LLM Agents"
[NeurIPS 2025] TTRL: Test-Time Reinforcement Learning
AgentEvolver: Towards Efficient Self-Evolving Agent System
OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards
[Medical_NLP ➟ Awesome-AI4Med] medical-related LLMs, Multimodal systems, Datasets, Benchmarks, and more.
A collection of resources on applications of multi-modal learning in medical imaging.
Explain Before You Answer: A Survey on Compositional Visual Reasoning
ViLoMem: Agentic Learner with Grow-and-Refine Multimodal Semantic Memory