Adriano Koshiyama

11 papers · 2024–2026 · 6 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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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🌍 Conference Polyglot · Silver 🤝 Dynamic Duo (11) ⚡ Prolific Year · Productive

💎 Century Club · Bronze 🗃️ Keyword Collector (54)

Venues

IJCNLP (3) AAAI (2) EMNLP (2) NAACL (2) ACL (1) COLING (1)

Top co-authors

Zekun Wu (11) Xin Guan (8) Emre Kazim (6) Philip Colin Treleaven (5) Ze Wang (5) Theo King (4) Airlie Hilliard (3) Cristian Enrique Munoz Villalobos (3) Seonglae Cho (2) Rishi Kalra (2)

Research topics

Artificial Intelligence (11) Core AI (10) Machine Learning (7) Application Areas (6) Natural Language Processing (4) Applications (3) Learning Types (2) Deep Learning (1) Learning Paradigms (1) Models (1) Resources & Methods (1)

Keywords

large language model (4) knowledge graph (3) bias detection (3) retrieval-augmented generation (2) query complexity (2) hybrid retrieval (2) post-training alignment (1) red teaming (1) bias mitigation (1) mechanistic interpretability (1) neuron analysis (1) model collapse (1) parameter-efficient fine-tuning (1) bias amplification (1) social bia (1) personality trait (1) vulnerability assessment (1) software security (1) synthetic data (1) model interpretability (1)

Papers

AgentGraph: Trace-to-Graph Platform for Interactive Analysis and Robustness Testing in Agentic AI Systems AAAI 2026 AgentSeer: Visualizing and Evaluating Temporal Actions in Agentic AI Systems AAAI 2026 Bias Amplification: Large Language Models as Increasingly Biased Media IJCNLP 2025 From Text to Emoji: How PEFT-Driven Personality Manipulation Unleashes the Emoji Potential in LLMs NAACL 2025 HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection IJCNLP 2025 HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications NAACL 2025 LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries ACL 2025 MPF: Aligning and Debiasing Language Models post Deployment via Multi-Perspective Fusion IJCNLP 2025 SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness Calibration COLING 2025 HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications EMNLP 2024 JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models EMNLP 2024