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2020 – today
- 2026
[j3]Junwei Deng, Ting-Wei Li, Shichang Zhang, Jiaqi W. Ma:
Efficient Ensembling Improves Training Data Attribution. Trans. Mach. Learn. Res. 2026 (2026)- [c5]Xinrui He
, Ting-Wei Li, Tianxin Wei, Xuying Ning, Xinyu He, Wenxuan Bao, Hanghang Tong, Jingrui He:
FeDecider: An LLM-Based Framework for Federated Cross-Domain Recommendation. WWW 2026: 6206-6217 - [c4]Xiao Lin, Zhicheng Tang, Weilin Cong, Mengyue Hang, Kai Wang, Yajuan Wang, Zhichen Zeng, Ting-Wei Li, Hyunsik Yoo, Zhining Liu, Xuying Ning, Ruizhong Qiu, Wen-Yen Chen, Shuo Chang, Rong Jin, Huayu Li, Hanghang Tong:
Mixture of Sequence: Theme-Aware Mixture-of-Experts for Long-Sequence Recommendation. WWW 2026: 6469-6480 - [i13]Tianxin Wei, Ting-Wei Li, Zhining Liu, Xuying Ning, Ze Yang, Jiaru Zou, Zhichen Zeng, Ruizhong Qiu, Xiao Lin, Dongqi Fu, Zihao Li, Mengting Ai, Duo Zhou, Wenxuan Bao, Yunzhe Li, Gaotang Li, Cheng Qian, Yu Wang, Xiangru Tang, Yin Xiao, Liri Fang, Hui Liu, Xianfeng Tang, Yuji Zhang, Chi Wang, Jiaxuan You, Heng Ji, Hanghang Tong, Jingrui He:
Agentic Reasoning for Large Language Models. CoRR abs/2601.12538 (2026) - [i12]Ruizhong Qiu, Ting-Wei Li, Gaotang Li, Hanghang Tong:
Graph homophily booster: Reimagining the role of discrete features in heterophilic graph learning. CoRR abs/2602.07256 (2026) - [i11]Xinrui He, Ting-Wei Li, Tianxin Wei, Xuying Ning, Xinyu He, Wenxuan Bao, Hanghang Tong, Jingrui He:
FeDecider: An LLM-Based Framework for Federated Cross-Domain Recommendation. CoRR abs/2602.16034 (2026) - [i10]Xuying Ning, Dongqi Fu, Tianxin Wei, Mengting Ai, Jiaru Zou, Ting-Wei Li, Hanghang Tong, Yada Zhu, Hendrik F. Hamann, Jingrui He:
MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains. CoRR abs/2603.00873 (2026) - [i9]Xiao Lin, Zhicheng Tang, Weilin Cong, Mengyue Hang, Kai Wang, Yajuan Wang, Zhichen Zeng, Ting-Wei Li, Hyunsik Yoo, Zhining Liu, Xuying Ning, Ruizhong Qiu, Wen-Yen Chen, Shuo Chang, Rong Jin, Huayu Li, Hanghang Tong:
Mixture of Sequence: Theme-Aware Mixture-of-Experts for Long-Sequence Recommendation. CoRR abs/2604.20858 (2026) - [i8]Ting-Wei Li, Sirui Chen, Jiaru Zou, Yingbing Huang, Tianxin Wei, Jingrui He, Hanghang Tong:
EvoSelect: Data-Efficient LLM Evolution for Targeted Task Adaptation. CoRR abs/2604.26170 (2026) - [i7]Xuying Ning, Katherine Tieu, Dongqi Fu, Tianxin Wei, Zihao Li, Yuanchen Bei, Jiaru Zou, Mengting Ai, Zhining Liu, Ting-Wei Li, Lingjie Chen, Yanjun Zhao, Ke Yang, Bingxuan Li, Cheng Qian, Gaotang Li, Xiao Lin, Zhichen Zeng, Ruizhong Qiu, Sirui Chen, Yifan Sun, Xiyuan Yang, Ruida Wang, Rui Pan, Chenyuan Yang, Dylan Zhang, Liri Fang, Zikun Cui, Yang Cao, Pan Chen, Dorothy Sun, Ren Chen, Mahesh Srinivasan, Nipun Mathur, Yinglong Xia, Hong Li, Hong Yan, Pan Lu, Lingming Zhang, Tong Zhang, Hanghang Tong, Jingrui He:
Code as Agent Harness. CoRR abs/2605.18747 (2026) - 2025
- [c3]Ting-Wei Li, Ruizhong Qiu, Hanghang Tong:
Graph Data Selection for Domain Adaptation: A Model-Free Approach. NeurIPS 2025 - [i6]Ting-Wei Li, Ruizhong Qiu, Hanghang Tong:
Model-Free Graph Data Selection under Distribution Shift. CoRR abs/2505.17293 (2025) - [i5]Ruizhong Qiu, Ting-Wei Li, Gaotang Li, Hanghang Tong:
Graph Homophily Booster: Rethinking the Role of Discrete Features on Heterophilic Graphs. CoRR abs/2509.12530 (2025) - [i4]Hyunsik Yoo, Ting-Wei Li, SeongKu Kang, Zhining Liu, Charlie Xu, Qilin Qi, Hanghang Tong:
Continual Low-Rank Adapters for LLM-based Generative Recommender Systems. CoRR abs/2510.25093 (2025) - 2024
- [c2]Junwei Deng, Ting-Wei Li, Shiyuan Zhang, Shixuan Liu, Yijun Pan, Hao Huang, Xinhe Wang, Pingbang Hu, Xingjian Zhang, Jiaqi W. Ma:
dattri: A Library for Efficient Data Attribution. NeurIPS 2024 - [i3]Junwei Deng, Ting-Wei Li, Shichang Zhang, Jiaqi Ma:
Efficient Ensembles Improve Training Data Attribution. CoRR abs/2405.17293 (2024) - [i2]Junwei Deng, Ting-Wei Li, Shiyuan Zhang, Shixuan Liu, Yijun Pan, Hao Huang, Xinhe Wang, Pingbang Hu, Xingjian Zhang, Jiaqi W. Ma:
dattri: A Library for Efficient Data Attribution. CoRR abs/2410.04555 (2024) - 2022
- [j2]Hei-Chia Wang, Chun-Chieh Chen, Ting-Wei Li:
Automatic content curation of news events. Multim. Tools Appl. 81(8): 10445-10467 (2022) - 2021
- [j1]Yu-Ching Chang, Ting-Wei Li, Christina Mastrangelo:
Designing a parameter-free Kullback-Leibler information control chart for monitoring process mean shift. Qual. Reliab. Eng. Int. 37(3): 1017-1034 (2021) - [c1]Ya-Wen Teng, Hsi-Wen Chen, De-Nian Yang, Yvonne-Anne Pignolet, Ting-Wei Li, Lydia Yiyu Chen:
On Influencing the Influential: Disparity Seeding. CIKM 2021: 1804-1813 - 2020
- [i1]Arwen Teng, Ting-Wei Li, Yu-chi Liao, Hsi-Wen Chen, Yvonne-Anne Pignolet, De-Nian Yang, Lydia Y. Chen:
On Influencing the Influential: Disparity Seeding. CoRR abs/2011.08946 (2020)
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