Paper-Conference

AtomMem: Learnable Dynamic Agentic Memory with Atomic Memory Operation

EMNLP 2026 (CCF-B). Supervisor. Learnable dynamic agentic memory built from atomic memory operations.

yupeng-huo
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AtomMem: Learnable Dynamic Agentic Memory with Atomic Memory Operation

EMNLP 2026 (CCF-B). Supervisor. Learnable dynamic agentic memory built from atomic memory operations.

yupeng-huo
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Test-Time Deep Thinking to Explore Implicit Rules

KDD 2026 (CCF-A). Co-corresponding author. Test-time deep thinking that infers implicit environment rules to guide agent exploration.

wentong-chen
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Test-Time Deep Thinking to Explore Implicit Rules

KDD 2026 (CCF-A). Co-corresponding author. Test-time deep thinking that infers implicit environment rules to guide agent exploration.

wentong-chen
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AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents

KDD 2026 (CCF-A). A benchmark for diagnosing step-level process quality in tool-using agents.

shengda-fan
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AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents

KDD 2026 (CCF-A). A benchmark for diagnosing step-level process quality in tool-using agents.

shengda-fan
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AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning featured image

AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning

EMNLP 2025 Demo. GUI agents with reinforcement fine-tuning. 1,400+ GitHub Stars.

zhong-zhang
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AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning featured image

AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning

EMNLP 2025 Demo. GUI agents with reinforcement fine-tuning. 1,400+ GitHub Stars.

zhong-zhang
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RD2Bench: Toward Data-Centric Automatic R&D featured image

RD2Bench: Toward Data-Centric Automatic R&D

ICLR 2024 Workshop. First author. RD2Bench / RD-Agent for data-centric automatic R&D. Featured in the Microsoft Build 2025 keynote; 15,100+ GitHub Stars.

avatar
Haotian Chen
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RD2Bench: Toward Data-Centric Automatic R&D featured image

RD2Bench: Toward Data-Centric Automatic R&D

ICLR 2024 Workshop. First author. RD2Bench / RD-Agent for data-centric automatic R&D. Featured in the Microsoft Build 2025 keynote; 15,100+ GitHub Stars.

avatar
Haotian Chen
•