Bang Liu

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authored 20 papers about 21 hours ago

ComBodied Agents: a New Paradigm of Human-Centric Agentic AI

Paper • 2608.10915 • Published 2 days ago • 176

Co-Evolution of Policy and Internal Reward for Language Agents

Paper • 2604.03098 • Published Apr 3 • 1

Latent Action Reparameterization for Efficient Agent Inference

Paper • 2605.18597 • Published May 19 • 1

Foundation Protocol: A Coordination Layer for Agentic Society

Paper • 2605.23218 • Published May 22 • 82

Mem-$π$: Adaptive Memory through Learning When and What to Generate

Paper • 2605.21463 • Published May 20 • 9

Sparsity-Aware Evolution for Model Merging

Paper • 2602.08218 • Published Feb 9 • 1

MatExpert: Decomposing Materials Discovery by Mimicking Human Experts

Paper • 2410.21317 • Published Oct 26, 2024

Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection

Paper • 2405.16178 • Published May 25, 2024

InfoPO: Information-Driven Policy Optimization for User-Centric Agents

Paper • 2603.00656 • Published Feb 28 • 9

AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines

Paper • 2602.14296 • Published Feb 15 • 51

Phase Transition for Budgeted Multi-Agent Synergy

Paper • 2601.17311 • Published Jan 24

Towards Agentic Intelligence for Materials Science

Paper • 2602.00169 • Published Jan 29 • 48

AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration

Paper • 2602.03786 • Published Feb 3 • 90

M^4olGen: Multi-Agent, Multi-Stage Molecular Generation under Precise Multi-Property Constraints

Paper • 2601.10131 • Published Jan 15 • 17

Evolving Programmatic Skill Networks

Paper • 2601.03509 • Published Jan 7 • 88

Enhancing Agent Learning through World Dynamics Modeling

Paper • 2407.17695 • Published Jul 25, 2024

AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning

Paper • 2511.19304 • Published Nov 24, 2025 • 92

VisJudge-Bench: Aesthetics and Quality Assessment of Visualizations

Paper • 2510.22373 • Published Oct 25, 2025 • 15

Improving GUI Grounding with Explicit Position-to-Coordinate Mapping

Paper • 2510.03230 • Published Oct 3, 2025 • 4

Improving Context Fidelity via Native Retrieval-Augmented Reasoning

Paper • 2509.13683 • Published Sep 17, 2025 • 8