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2505.19543
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Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating
26 May 2025
Yiyun Zhou
Zheqi Lv
Shengyu Zhang
Jingyuan Chen
OffRL
KELM
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Papers citing
"Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating"
26 / 26 papers shown
FlowMM: Cross-Modal Information Flow Guided KV Cache Merging for Efficient Multimodal Context Inference
Kunxi Li
Yufan Xiong
Zhonghua Jiang
Yiyun Zhou
Zhaode Wang
Chengfei Lv
Shengyu Zhang
201
0
0
29 Oct 2025
MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Kunxi Li
Zhonghua Jiang
Zhouzhou Shen
Zhaode Wang
Chengfei Lv
Shengyu Zhang
Fan Wu
Fei Wu
VLM
206
2
0
06 Jun 2025
Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Tao Wu
Jingyuan Chen
Wang Lin
Mengze Li
Yumeng Zhu
Ang Li
Kun Kuang
Leilei Gan
LLMAG
AI4Ed
230
10
0
26 May 2025
Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Wenkang Han
Wang Lin
Liya Hu
Zhenlong Dai
Yiyun Zhou
Mengze Li
Zemin Liu
Chang Yao
Jingyuan Chen
AI4Ed
264
5
0
14 May 2025
Disentangled Knowledge Tracing for Alleviating Cognitive Bias
The Web Conference (WWW), 2025
Yiyun Zhou
Zheqi Lv
Shengyu Zhang
Jingyuan Chen
AI4Ed
267
14
0
04 Mar 2025
Understanding the Performance and Estimating the Cost of LLM Fine-Tuning
IEEE International Symposium on Workload Characterization (IISWC), 2024
Yuchen Xia
Jiho Kim
Yuhan Chen
Haojie Ye
Souvik Kundu
Cong
Hao
Nishil Talati
MoE
224
62
0
08 Aug 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
Zeyu Han
Chao Gao
Jinyang Liu
Jeff Zhang
Sai Qian Zhang
803
707
0
21 Mar 2024
Predictive, scalable and interpretable knowledge tracing on structured domains
Hanqi Zhou
Kushagra Pandey
Charley M. Wu
Álvaro Tejero-Cantero
AI4Ed
185
16
0
19 Mar 2024
Anomaly Detection with Score Distribution Discrimination
Knowledge Discovery and Data Mining (KDD), 2023
Minqi Jiang
Songqiao Han
Hailiang Huang
301
17
0
26 Jun 2023
Enhancing Deep Knowledge Tracing with Auxiliary Tasks
The Web Conference (WWW), 2023
Zitao Liu
Qiongqiong Liu
Jiahao Chen
Shuyan Huang
Boyu Gao
Weiqing Luo
Jian Weng
AI4Ed
182
81
0
14 Feb 2023
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing
International Conference on Learning Representations (ICLR), 2023
Zitao Liu
Qiongqiong Liu
Jiahao Chen
Shuyan Huang
Weiqing Luo
AI4Ed
240
73
0
14 Feb 2023
DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization
The Web Conference (WWW), 2022
Zheqi Lv
Wenqiao Zhang
Shengyu Zhang
Kun Kuang
Feng Wang
...
Ruihao Zhang
Tao Shen
Hongxia Yang
Bengchin Ooi
Leilei Gan
328
63
0
12 Sep 2022
ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Zheng Li
Yue Zhao
Xiyang Hu
N. Botta
C. Ionescu
George H. Chen
464
394
0
02 Jan 2022
Towards a Unified View of Parameter-Efficient Transfer Learning
International Conference on Learning Representations (ICLR), 2021
Junxian He
Chunting Zhou
Xuezhe Ma
Taylor Berg-Kirkpatrick
Graham Neubig
AAML
566
1,100
0
08 Oct 2021
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Elad Ben-Zaken
Shauli Ravfogel
Yoav Goldberg
1.0K
1,547
0
18 Jun 2021
LoRA: Low-Rank Adaptation of Large Language Models
International Conference on Learning Representations (ICLR), 2021
J. E. Hu
Yelong Shen
Phillip Wallis
Zeyuan Allen-Zhu
Yuanzhi Li
Shean Wang
Lu Wang
Weizhu Chen
OffRL
AI4TS
AI4CE
ALM
AIMat
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15,460
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17 Jun 2021
Compacter: Efficient Low-Rank Hypercomplex Adapter Layers
Neural Information Processing Systems (NeurIPS), 2021
Rabeeh Karimi Mahabadi
James Henderson
Sebastian Ruder
MoE
408
584
0
08 Jun 2021
A Survey of Knowledge Tracing: Models, Variants, and Applications
IEEE Transactions on Learning Technologies (IEEE TLT), 2021
Shuanghong Shen
Qi Liu
Zhenya Huang
Yonghe Zheng
Minghao Yin
Minjuan Wang
Enhong Chen
KELM
AI4Ed
258
89
0
06 May 2021
RKT : Relation-Aware Self-Attention for Knowledge Tracing
International Conference on Information and Knowledge Management (CIKM), 2020
Shalini Pandey
Jaideep Srivastava
AI4Ed
198
222
0
28 Aug 2020
A Self-Attentive model for Knowledge Tracing
Educational Data Mining (EDM), 2019
Shalini Pandey
George Karypis
AI4Ed
208
469
0
16 Jul 2019
Parameter-Efficient Transfer Learning for NLP
International Conference on Machine Learning (ICML), 2019
N. Houlsby
A. Giurgiu
Stanislaw Jastrzebski
Bruna Morrone
Quentin de Laroussilhe
Andrea Gesmundo
Mona Attariyan
Sylvain Gelly
631
5,677
0
02 Feb 2019
PyOD: A Python Toolbox for Scalable Outlier Detection
Yue Zhao
Zain Nasrullah
Zheng Li
437
824
0
06 Jan 2019
Addressing Two Problems in Deep Knowledge Tracing via Prediction-Consistent Regularization
Chun-Kit Yeung
Dit-Yan Yeung
AI4Ed
186
310
0
06 Jun 2018
Dynamic Key-Value Memory Networks for Knowledge Tracing
Jiani Zhang
Xingjian Shi
Irwin King
Dit-Yan Yeung
AI4Ed
KELM
199
752
0
24 Nov 2016
Deep Knowledge Tracing
Chris Piech
J. Bassen
Jonathan Huang
Surya Ganguli
Mehran Sahami
Leonidas Guibas
Jascha Narain Sohl-Dickstein
AI4Ed
HAI
281
1,398
0
19 Jun 2015
Adam: A Method for Stochastic Optimization
International Conference on Learning Representations (ICLR), 2014
Diederik P. Kingma
Jimmy Ba
ODL
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161,759
0
22 Dec 2014
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