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Ziwen Xu

11 papers · 2024–2026 · 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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+3 more ↓ πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot Β· Bronze 🀝 Dynamic Duo (10)
⚑ Prolific Year Β· Productive ❓ The Questioner πŸ’Ž Century Club Β· Bronze

Venues

ACL (6) EMNLP (3) NeurIPS (2)

Top co-authors

Ningyu Zhang (10) Huajun Chen (10) Mengru Wang (8) Yunzhi Yao (7) Shumin Deng (7) Guozhou Zheng (4) Zekun Xi (3) Peng Wang (3) Kewei Xu (2) Yong Jiang (2)

Research topics

Artificial Intelligence (10) Core AI (10) Deep Learning (9) Natural Language Processing (8) Resources & Methods (8) Learning Types Β· Deep Learning (6) Models (5) Machine Learning (4) Core Methods (2) Application Areas (1) Learning Types Β· Machine Learning (1)

Keywords

large language model (8) knowledge editing (5) model editing (3) model safety (2) instruction tuning (1) language model (1) factual knowledge (1) toxicity reduction (1) controllable generation (1) parameter-efficient tuning (1) sparse autoencoder (1) control signal (1) steering vector (1) memory mechanism (1) computation graph (1) adversarial input (1) safety benchmark (1) knowledge injection (1) multimodal large language model (1) synthetic data (1)

Papers

How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities ACL 2026 Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics ACL 2026 Automating Steering for Safe Multimodal Large Language Models EMNLP 2025 Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms ACL 2025 EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models EMNLP 2025 Detoxifying Large Language Models via Knowledge Editing ACL 2024 EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models ACL 2024 EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models ACL 2024 Knowledge Circuits in Pretrained Transformers NeurIPS 2024 Knowledge Mechanisms in Large Language Models: A Survey and Perspective EMNLP 2024 WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models NeurIPS 2024