Jiaxuan You

Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey

arXiv 2026

LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling

arXiv 2026

Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory

arXiv 2026

OpenTinker: Separating Concerns in Agentic Reinforcement Learning

arXiv 2026

Interactive Evaluation Requires a Design Science

arXiv 2026

RouteProfile: Graph-Based Profiling for Cold-Start LLM Routing

arXiv 2026

Agentic Reasoning for Large Language Models

arXiv 2026

DRPG (Decompose, Retrieve, Plan, Generate): An Agentic Framework for Academic Rebuttal

arXiv 2026

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

arXiv 2025

Adaptation of Agentic AI

arXiv 2025

Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning

arXiv 2025

Time-R1: Towards Comprehensive Temporal Reasoning in LLMs

arXiv 2025

SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents

arXiv 2025

Where LLM Agents Fail and How They can Learn From Failures

arXiv 2025

LiveTradeBench: Seeking Real-World Alpha with Large Language Models

arXiv 2025

IRanker: Towards Ranking Foundation Model

arXiv 2025

Sotopia-RL: Reward Design for Social Intelligence

arXiv 2025

SeeingEye: Agentic Information Flow Unlocks Multimodal Reasoning In Text-only LLMs

arXiv 2025

MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents

arXiv 2025

Nemotron-4 340B Technical Report

arXiv 2024

GraphRouter: A Graph-based Router for LLM Selections

arXiv 2024

Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs

arXiv 2024

InstructG2I: Synthesizing Images from Multimodal Attributed Graphs

arXiv 2024

How Far Are We From AGI: Are LLMs All We Need?

arXiv 2024

ResearchTown: Simulator of Human Research Community

arXiv 2024