Tung Sum Thomas Kwok

According to our database, Tung Sum Thomas Kwok authored at least 11 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

MedFabric and EtHER: A Data-Centric Framework for Word-Level Fabrication Generation and Detection in Medical LLMs.

Tung Sum Thomas Kwok, Qian Qian, Xiaofeng Lin, Dongxu Zhang, Jun Han, Zhichao Yang, Davin Hill, Tamer Soliman, Sanjit Singh Batra, Robert E. Tillman, Guang Cheng

CoRR, May, 2026

TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question Answering.

Tung Sum Thomas Kwok, Xinyu Wang, Xiaofeng Lin, Peng Lu, Chunhe Wang, Changlun Li, Hanwei Wu, Nan Tang, Elisa Kreiss, Guang Cheng

CoRR, April, 2026

Co-Evolution of Policy and Internal Reward for Language Agents.

Xinyu Wang, Hanwei Wu, Jingwei Song, Shuyuan Zhang, Jiayi Zhang, Fanqi Kong, Tung Sum Thomas Kwok, Xiao-Wen Chang, Yuyu Luo, Chenglin Wu, Bang Liu

CoRR, April, 2026

Enhancing TableQA through Verifiable Reasoning Trace Reward.

Tung Sum Thomas Kwok, Xinyu Wang, Hengzhi He, Xiaofeng Lin, Peng Lu, Liheng Ma, Chunhe Wang, Ying Nian Wu, Lei Ding, Guang Cheng

CoRR, January, 2026

VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering.

Zhenghan Tai, Hanwei Wu, Qingchen Hu, Jijun Chi, Hailin He, Lei Ding, Tung Sum Thomas Kwok, Bohuai Xiao, Yuchen Hua, Suyuchen Wang, Peng Lu, Muzhi Li, Yihong Wu, Liheng Ma, Jerry Huang, Jiayi Zhang, Gonghao Zhang, Chaolong Jiang, Jingrui Tian, Sicheng Lyu, Zeyu Li, Boyu Han, Fengran Mo, Xinyue Yu, Yufei Cui, Ling Zhou, Xinyu Wang

Proceedings of the ACM Web Conference 2026, 2026

2025

R²R: A Route-to-Rerank Post-Training Framework for Multi-Domain Decoder-Only Rerankers.

Xinyu Wang, Hanwei Wu, Qingchen Hu, Zhenghan Tai, Jingrui Tian, Lei Ding, Jijun Chi, Hailin He, Tung Sum Thomas Kwok, Yufei Cui, Sicheng Lyu, Muzhi Li, Mingze Li, Xinyue Yu, Ling Zhou, Peng Lu

CoRR, November, 2025

Towards High Supervised Learning Utility Training Data Generation: Data Pruning and Column Reordering.

Tung Sum Thomas Kwok, Zeyong Zhang, Chi-Hua Wang, Guang Cheng

CoRR, July, 2025

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering.

Xinyu Wang, Jijun Chi, Zhenghan Tai, Tung Sum Thomas Kwok, Muzhi Li, Zhuhong Li, Hailin He, Yuchen Hua, Peng Lu, Suyuchen Wang, Yihong Wu, Jerry Huang, Jingrui Tian, Ling Zhou

CoRR, April, 2025

GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction.

Tung Sum Thomas Kwok, Chi-Hua Wang, Guang Cheng

Proceedings of the 41st IEEE International Conference on Data Engineering, ICDE 2025, 2025

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering.

Xinyu Wang, Jijun Chi, Zhenghan Tai, Tung Sum Thomas Kwok, Hailin He, Zhuhong Li, Yuchen Hua, Muzhi Li, Peng Lu, Suyuchen Wang, Yihong Wu, Jerry Huang, Jingrui Tian, Fengran Mo, Yufei Cui, Ling Zhou

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

DEREC-SIMPRO: unlock Language Model benefits to advance Synthesis in Data Clean Room.

Tung Sum Thomas Kwok, Chi-Hua Wang, Guang Cheng

CoRR, 2024