Jianming Chen

3 papers · 2025–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

AAAI (2) ACL (1)

Top co-authors

Yawen Wang (3) Junjie Wang (3) Qing Wang (3) Fanjiang Xu (2) Xiaofei Xie (2) Yuanzhe Hu (1) Jun Hu (1) Yihan Dai (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Learning Types · Machine Learning (2) Deep Learning (1) Knowledge & Reasoning (1) Reinforcement Learning (1) Learning Types · Deep Learning (1) Methods (1) Reasoning (1)

Keywords

multi-agent system (2) reinforcement learning (1) imitation learning (1) visual grounding (1) adversarial attack (1) black-box attack (1) counterfactual reasoning (1) sparsity constraint (1) vision-and-language navigation (1) counterfactual analysis (1) perturbation optimization (1) agent importance (1) policy explanation (1) multi-agent reinforcement learning (1) explainability framework (1)

Papers

Adversarial Attack on Black-Box Multi-Agent by Adaptive Perturbation AAAI 2026 DEFT: Demystifying VLN Failures via a Unified Dual-View Explainability Framework for LLM-based Agents ACL 2026 Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning AAAI 2025