Chiwun Yang - RankMe

20 papers A* 3Journal 15Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Curse of Attention: A Kernel-Based Perspective for Why Transformers Fail to Generalize on Time Series Forecasting and Beyond. CPAL Yekun Ke, Yingyu Liang, Zhenmei Shi, Zhao Song, Chiwun Yang
2025	A*	`conf`	ParallelComp: Parallel Long-Context Compressor for Length Extrapolation. ICML Jing Xiong, Jianghan Shen, Chuanyang Zheng, Zhongwei Wan, Chenyang Zhao, Chiwun Yang, Fanghua Ye, Hongxia Yang, Lingpeng Kong, Ngai Wong
2025	J	`jnl`	ParallelComp: Parallel Long-Context Compressor for Length Extrapolation. CoRR Jing Xiong, Jianghan Shen, Chuanyang Zheng, Zhongwei Wan, Chenyang Zhao, Chiwun Yang, Fanghua Ye, Hongxia Yang, Lingpeng Kong, Ngai Wong
2025	J	`jnl`	Theoretical Foundation of Flow-Based Time Series Generation: Provable Approximation, Generalization, and Efficiency. CoRR Jiangxuan Long, Zhao Song, Chiwun Yang
2025	A*	`conf`	Towards Infinite-Long Prefix in Transformer. EMNLP Yingyu Liang, Zhenmei Shi, Zhao Song, Chiwun Yang
2025	J	`jnl`	Unifying Learning Dynamics and Generalization in Transformers Scaling Law. CoRR Chiwun Yang
2025	—	`conf`	Unlock the Theory behind Scaling 1-bit Neural Networks. CPAL Majid Daliri, Zhao Song, Chiwun Yang
2025	J	`jnl`	Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation. CoRR Yang Cao, Zhao Song, Chiwun Yang
2024	J	`jnl`	Attention is Naturally Sparse with Gaussian Distributed Input. CoRR Yichuan Deng, Zhao Song, Chiwun Yang
2024	J	`jnl`	Curse of Attention: A Kernel-Based Perspective for Why Transformers Fail to Generalize on Time Series Forecasting and Beyond. CoRR Yekun Ke, Yingyu Liang, Zhenmei Shi, Zhao Song, Chiwun Yang
2024	J	`jnl`	Enhancing Stochastic Gradient Descent: A Unified Framework and Novel Acceleration Methods for Faster Convergence. CoRR Yichuan Deng, Zhao Song, Chiwun Yang
2024	A*	`conf`	How to Protect Copyright Data in Optimization of Large Language Models? AAAI Timothy Chu, Zhao Song, Chiwun Yang
2024	J	`jnl`	Toward Infinite-Long Prefix in Transformer. CoRR Jiuxiang Gu, Yingyu Liang, Zhenmei Shi, Zhao Song, Chiwun Yang
2024	J	`jnl`	Unlocking the Theory Behind Scaling 1-Bit Neural Networks. CoRR Majid Daliri, Zhao Song, Chiwun Yang
2023	J	`jnl`	A Theoretical Insight into Attack and Defense of Gradient Leakage in Transformer. CoRR Chenyang Li, Zhao Song, Weixin Wang, Chiwun Yang
2023	J	`jnl`	An Automatic Learning Rate Schedule Algorithm for Achieving Faster Convergence and Steeper Descent. CoRR Zhao Song, Chiwun Yang
2023	J	`jnl`	Fine-tune Language Models to Approximate Unbiased In-context Learning. CoRR Timothy Chu, Zhao Song, Chiwun Yang
2023	J	`jnl`	How to Protect Copyright Data in Optimization of Large Language Models? CoRR Timothy Chu, Zhao Song, Chiwun Yang
2023	J	`jnl`	One Pass Streaming Algorithm for Super Long Token Attention Approximation in Sublinear Space. CoRR Raghav Addanki, Chenyang Li, Zhao Song, Chiwun Yang
2023	J	`jnl`	Unmasking Transformers: A Theoretical Approach to Data Recovery via Attention Weights. CoRR Yichuan Deng, Zhao Song, Shenghao Xie, Chiwun Yang