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Tung Sum Thomas Kwok
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2020 – today
- 2026
[c4]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, Xinyu Wang:
R2 R: A Post-training Framework for Multi-domain Decoder-Only Rerankers. PAKDD (2) 2026: 197-209
[c3]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
:
VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering. WWW 2026: 7757-7768
[i12]Tung Sum Thomas Kwok, Xinyu Wang, Hengzhi He, Xiaofeng Lin, Peng Lu, Liheng Ma, Chunhe Wang, Ying Nian Wu, Lei Ding, Guang Cheng:
Enhancing TableQA through Verifiable Reasoning Trace Reward. CoRR abs/2601.22530 (2026)
[i11]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:
Co-Evolution of Policy and Internal Reward for Language Agents. CoRR abs/2604.03098 (2026)
[i10]Tung Sum Thomas Kwok, Xinyu Wang, Xiaofeng Lin, Peng Lu, Chunhe Wang, Changlun Li, Hanwei Wu, Nan Tang, Elisa Kreiss, Guang Cheng:
TABQAWORLD: Optimizing Multimodal Reasoning for Multi-Turn Table Question Answering. CoRR abs/2604.03393 (2026)
[i9]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:
MedFabric and EtHER: A Data-Centric Framework for Word-Level Fabrication Generation and Detection in Medical LLMs. CoRR abs/2605.04180 (2026)
[i8]Tung Sum Thomas Kwok, Zeyong Zhang, Xinyu Wang, Chunhe Wang, Xiaofeng Lin, Hanwei Wu, Lei Ding, Guang Cheng, Zhijiang Guo:
From Table to Cell: Attention for Better Reasoning with TABALIGN. CoRR abs/2605.14465 (2026)
[i7]Xiaofeng Lin, Yingxu Wang, Tung Sum Thomas Kwok, Daniel Guo, Sahil Arun Nale, Charles Fleming, Guang Cheng:
REFLECT: Intervention-Supported Error Attribution for Silent Failures in LLM Agent Traces. CoRR abs/2606.09071 (2026)- 2025
[c2]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
:
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering. CIKM 2025: 6144-6152
[c1]Tung Sum Thomas Kwok, Chi-Hua Wang, Guang Cheng:
GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction. ICDEW 2025: 218-229
[i6]Tung Sum Thomas Kwok, Chi-Hua Wang, Guang Cheng:
GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction. CoRR abs/2503.15564 (2025)
[i5]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:
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering. CoRR abs/2504.14493 (2025)
[i4]Tung Sum Thomas Kwok, Zeyong Zhang, Chi-Hua Wang, Guang Cheng:
Towards High Supervised Learning Utility Training Data Generation: Data Pruning and Column Reordering. CoRR abs/2507.10088 (2025)
[i3]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:
VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering. CoRR abs/2510.10828 (2025)
[i2]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:
R2R: A Route-to-Rerank Post-Training Framework for Multi-Domain Decoder-Only Rerankers. CoRR abs/2511.19987 (2025)- 2024
[i1]Tung Sum Thomas Kwok
, Chi-Hua Wang, Guang Cheng:
DEREC-SIMPRO: unlock Language Model benefits to advance Synthesis in Data Clean Room. CoRR abs/2411.00879 (2024)
Coauthor Index

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