Yihang Wang

6 papers · 2024–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) ⚡ Prolific Year (5)

Conferences

ICLR (2) ICML (2) COLING (1) EMNLP (1)

Top co-authors

Chenjuan Guo (4) Bin Yang (4) Peng Chen (3) Yang Shu (3) Yueyang Su (2) Bowen Tian (2) Lujia Pan (2) Zhongwen Rao (2) Yuying Qiu (2) Yixing Fan (2)

Keywords

information bottleneck (1) direct preference optimization (1) in-context learning (1) efficient inference (1) context compression (1) domain-specific fine-tuning (1) large language model (1) question answer generation (1) unsupervised evaluation metric (1) metric-based sampler (1)

Papers

MDPO: Customized Direct Preference Optimization with a Metric-based Sampler for Question and Answer Generation COLING 2025

QUITO-X: A New Perspective on Context Compression from the Information Bottleneck Theory EMNLP 2025

CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching ICLR 2025

LightGTS: A Lightweight General Time Series Forecasting Model ICML 2025

Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer ICML 2025

Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting ICLR 2024