Ruijia Zhang

5 papers · 2025–2026 · 3 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 · Bronze 🗺️ Taxonomy Completionist (12) ⭐ Rising Star (5)

Venues

AAAI (3) ACL (1) AISTATS (1)

Top co-authors

Bin Deng (1) Meihuizi Jia (1) Siliang Zeng (1) Mengnan Du (1) Xinyan Zhao (1) Jinhui Xu (1) Kun Wang (1) Ruoyun Ma (1) Qingsong Wen (1) Sigen Chen (1)

Research topics

Machine Learning (4) Artificial Intelligence (2) Application Areas (2) Core AI (2) Learning Types (2) Optimization & Theory (2) Deep Learning (1) Natural Language Processing (1) Applications (1) Architectures (1) Core Methods (1)

Keywords

differential privacy (1) stochastic gradient descent (1) adversarial robustness (1) non-convex optimization (1) cluster analysis (1) minimax optimization (1) inverse reinforcement learning (1) empirical risk minimization (1) reward function (1) non-asymptotic convergence (1) label correlation (1) node representation (1) global optimality (1) stochastic gradient descent ascent (1) multi-agent communication (1) llm agent (1) legal nlp (1) semantic evaluation (1) token reduction (1) protein-protein interaction (1)

Papers

LLM Agents in Law: Taxonomy, Applications, and Challenges ACL 2026 SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication AAAI 2026 Topology-Enhanced and Label Correlation-Aware Model for Protein-Protein Interaction Prediction AAAI 2026 Improved Rates of Differentially Private Nonconvex-Strongly-Concave Minimax Optimization AAAI 2025 Understanding Inverse Reinforcement Learning under Overparameterization: Non-Asymptotic Analysis and Global Optimality AISTATS 2025