Autonomous Agents

Learning from Human Demonstrations Enables Adaptive GUI Agents

Pre-submission to ARR. Corresponding author. Adaptive GUI agents learning from human demonstrations.

yuepeng-fu

Learning from Human Demonstrations Enables Adaptive GUI Agents

Pre-submission to ARR. Corresponding author. Adaptive GUI agents learning from human demonstrations.

yuepeng-fu

Test-Time Exploration in Unknown Environments

Submitted to KDD 2026. Corresponding author. Test-time exploration in unknown environments.

wentong-chen

Test-Time Exploration in Unknown Environments

Submitted to KDD 2026. Corresponding author. Test-time exploration in unknown environments.

wentong-chen

AgentCPM-Explore: Realizing Long-Horizon Deep Exploration for Edge-Scale Agents

ArXiv 2026. First author. Open-source 4B agent model achieving SOTA on GAIA & HLE, surpassing GPT-5 and Claude-4.5-Sonnet.

avatar
Haotian Chen

AgentCPM-Explore: Realizing Long-Horizon Deep Exploration for Edge-Scale Agents

ArXiv 2026. First author. Open-source 4B agent model achieving SOTA on GAIA & HLE, surpassing GPT-5 and Claude-4.5-Sonnet.

avatar
Haotian Chen

AgentCPM-Explore

🏆 **Project Lead** · Open-source 4B agent model achieving SOTA on GAIA & HLE benchmarks …

AgentCPM-Explore

🏆 **Project Lead** · Open-source 4B agent model achieving SOTA on GAIA & HLE benchmarks …

AtomMem: Learnable Dynamic Agentic Memory with Atomic Memory Operation

Submitted to ACL 2026. Corresponding author. Learnable dynamic agentic memory with atomic operations.

yupeng-huo

AtomMem: Learnable Dynamic Agentic Memory with Atomic Memory Operation

Submitted to ACL 2026. Corresponding author. Learnable dynamic agentic memory with atomic operations.

yupeng-huo