Zhenhe Zhang

3 papers · 2022–2024 · 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 (10) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

ACL (1) ICLR (1) ICML (1)

Top co-authors

Qingyuan Hu (2) Yang Liu (2) Zonghan Yang (2) Peng Li (2) An Liu (2) Fuwen Luo (1) Xin Jiang (1) Qun Liu (1) Zijun Liu (1) Fei Huang (1)

Research topics

Artificial Intelligence (3) Deep Learning (2) Learning Paradigms (2) Machine Learning (1) Natural Language Processing (1) Speech & Audio (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1) Processing (1) Resources & Methods (1)

Keywords

transfer learning (1) domain adaptation (1) text classification (1) self-supervised learning (1) noise robustness (1) foundation model (1) teacher-student framework (1) weak-to-strong generalization (1) contrastive loss (1) environmental dynamics (1) word error rate (1) speech pretraining (1) large language model (1) human intention (1) tuning-free approach (1) preference adaptation (1) domain-specific ability (1) agents (1) self-constraints (1) unified alignment (1)

Papers

PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs ACL 2024 Position: Towards Unified Alignment Between Agents, Humans, and Environment ICML 2024 SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training ICLR 2022