conftrace_

Ao Ren

4 papers · 2022–2026 · 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

Venues

AAAI (2) ACML (1) NeurIPS (1)

Top co-authors

Yujuan Tan (3) Duo Liu (2) Kan Zhong (1) Moming Duan (1) Wenzhe Yi (1) Haojie Lu (1) Yue Niu (1) Binyan Zhang (1) Sanle Zhao (1) Zongjie Wang (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (2) Application Areas (2) Natural Language Processing (1) Security & Privacy (1) Privacy (1) Resources & Methods (1)

Keywords

attention mechanism (1) knowledge distillation (1) ai-generated content (1) feature representation (1) model pruning (1) memory efficiency (1) collaborative inference (1) kv cache compression (1) kv cache (1) long context (1) throughput improvement (1) taylor expansion (1) plagiarism detection (1) text similarity (1) attention distribution (1) long-context processing (1) reconstruction attack (1) copyright infringement (1) large language model (1) model partitioning (1)

Papers

D2 Prune: Sparsifying Large Language Models via Dual Taylor Expansion and Attention Distribution Awareness AAAI 2026 HitKV: Activation Frequency Knows Which Tokens Are Important AAAI 2026 Rethinking Literary Plagiarism in LLMs through the Lens of Copyright Laws ACML 2024 Measuring Data Reconstruction Defenses in Collaborative Inference Systems NeurIPS 2022