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Xiao Ding
Publications
- 2026
- [i42]Yang Zhao, Hepeng Wang, Xiao Ding, Yangou Ouyang, Bibo Cai, Kai Xiong, Jinglong Gao, Zhouhao Sun, Li Du, Bing Qin, Ting Liu:
MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization. CoRR abs/2601.07208 (2026) - [i41]Yang Zhao, Yangou Ouyang, Xiao Ding, Hepeng Wang, Bibo Cai, Kai Xiong, Jinglong Gao, Zhouhao Sun, Li Du, Bing Qin, Ting Liu:
Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration. CoRR abs/2601.07224 (2026) - 2025
- [c64]Jinglong Gao, Xiao Ding, Lingxiao Zou, Bibo Cai, Bing Qin, Ting Liu:
ExpeTrans: LLMs Are Experiential Transfer Learners. ACL (1) 2025: 10577-10616 - [c63]Kai Xiong, Xiao Ding, Yixin Cao, Yuxiong Yan, Li Du, Yufei Zhang, Jinglong Gao, Jiaqian Liu, Bing Qin, Ting Liu:
Com² : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models. ACL (1) 2025: 16119-16140 - [c60]Yang Zhao, Li Du, Xiao Ding, Yangou Ouyang, Hepeng Wang, Kai Xiong, Jinglong Gao, Zhouhao Sun, Dongliang Xu, Qing Yang, Dongchen Li, Bing Qin, Ting Liu:
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection. ACL (1) 2025: 24391-24404 - [i38]Yang Zhao, Li Du, Xiao Ding, Yangou Ouyang, Hepeng Wang, Kai Xiong
, Jinglong Gao, Zhouhao Sun, Dongliang Xu, Qing Yang, Dongchen Li, Bing Qin
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection. CoRR abs/2502.11062 (2025) - [i33]Jinglong Gao, Xiao Ding, Lingxiao Zou, Bibo Cai, Bing Qin, Ting Liu:
ExpeTrans: LLMs Are Experiential Transfer Learners. CoRR abs/2505.23191 (2025) - [i32]Jinglong Gao, Xiao Ding, Lingxiao Zou, Bing Qin, Ting Liu:
CrossICL: Cross-Task In-Context Learning via Unsupervised Demonstration Transfer. CoRR abs/2505.24143 (2025) - [i31]Kai Xiong, Xiao Ding, Yixin Cao, Yuxiong Yan, Li Du, Yufei Zhang, Jinglong Gao, Jiaqian Liu, Bing Qin, Ting Liu:
Com2: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models. CoRR abs/2506.07064 (2025) - 2024
- [j40]Jinglong Gao
Event Causality Identification via Competitive-Cooperative Cognition Networks. Knowl. Based Syst. 300: 112139 (2024) - [j35]Tingting Wu
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination. IEEE Trans. Multim. 26: 1957-1968 (2024) - [c52]Jinglong Gao, Xiao Ding, Yiming Cui, Jianbai Zhao, Hepeng Wang, Ting Liu, Bing Qin
Self-Evolving GPT: A Lifelong Autonomous Experiential Learner. ACL (1) 2024: 6385-6432 - [c47]Zhouhao Sun, Xiao Ding, Li Du, Bibo Cai, Jinglong Gao, Ting Liu, Bing Qin:
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation. LREC/COLING 2024: 16527-16538 - [c44]Jinglong Gao, Chen Lu, Xiao Ding, Zhongyang Li, Ting Liu, Bing Qin
Enhancing Complex Causality Extraction via Improved Subtask Interaction and Knowledge Fusion. NLPCC (4) 2024: 67-80 - [i25]Zhouhao Sun, Xiao Ding, Li Du, Bibo Cai, Jinglong Gao, Ting Liu, Bing Qin:
Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation. CoRR abs/2404.01677 (2024) - [i23]Jinglong Gao, Xiao Ding, Yiming Cui, Jianbai Zhao, Hepeng Wang, Ting Liu, Bing Qin
Self-Evolving GPT: A Lifelong Autonomous Experiential Learner. CoRR abs/2407.08937 (2024) - [i22]Jinglong Gao, Chen Lu, Xiao Ding, Zhongyang Li, Ting Liu, Bing Qin
Enhancing Complex Causality Extraction via Improved Subtask Interaction and Knowledge Fusion. CoRR abs/2408.03079 (2024) - 2023
- [c39]Jinglong Gao, Xiao Ding, Bing Qin
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation. EMNLP (Findings) 2023: 11111-11126 - [i18]Jinglong Gao, Xiao Ding, Bing Qin
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation. CoRR abs/2305.07375 (2023) - 2022
- [i11]Tingting Wu, Xiao Ding, Hao Zhang
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination. CoRR abs/2208.09884 (2022)
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