Xiao Ding

23 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×16 EMNLP ×3 NeurIPS ×2 AAAI ×1 NAACL ×1

Frequent coauthors

Ting Liu

×18

Bing Qin

×17

Kai Xiong

×11

Li Du

×10

Yang Zhao

×8

Bibo Cai

×7

Zhouhao Sun

×7

Jinglong Gao

×6

Yangou Ouyang

×4

Hepeng Wang

×4

Yutai Hou

×4

Dandan Tu

×4

Papers

Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration
ACL 2026 ·
Yang Zhao
,
Yangou Ouyang
, Xiao Ding,
Hepeng Wang
,
Bibo Cai
,
Kai Xiong
,
Jinglong Gao
,
Zhouhao Sun
,
Li Du
,
Bing Qin
,
Ting Liu
Is EEG-to-Text Feasible in Real-World Scenarios? An In-Depth Analysis Using a Neuropsychology-Inspired Benchmark
ACL 2026 ·
Zihan Zhang
,
Yu Bao
, Xiao Ding,
Tianyi Jiang
,
Kai Xiong
Large Language Models Are Still Misled by Simple Bias Ensembles
ACL 2026 ·
Zhouhao Sun
,
Zhiyuan Kan
, Xiao Ding,
Li Du
,
Bibo Cai
,
Yang Zhao
,
Bing Qin
,
Ting Liu
MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization
ACL 2026 ·
Yang Zhao
,
Hepeng Wang
, Xiao Ding,
Yangou Ouyang
,
Bibo Cai
,
Kai Xiong
,
Jinglong Gao
,
Zhouhao Sun
,
Li Du
,
Bing Qin
,
Ting Liu
MDC-Bench: A Multidisciplinary Causal Benchmark Based on Causal Structures for Evaluating Large Language Models
ACL 2026 ·
Peng Wang
,
Yuxiong Yan
, Xiao Ding,
Kai Xiong
,
Bibo Cai
,
Chao Peng
,
Yutai Hou
,
Dandan Tu
,
Bing Qin
,
Ting Liu
TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles
ACL 2026 ·
Yirong Zeng
,
Yufei Liu
, Xiao Ding,
Yutai Hou
,
Yuxian Wang
,
Wu Ning
,
Haonan Song
,
Dandan Tu
,
Qixun Zhang
,
Yuxiang He
,
Bibo Cai
,
Ting Liu
Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns
ACL 2025 ·
Yang Zhao
,
Li Du
, Xiao Ding,
Kai Xiong
,
Ting Liu
,
Bing Qin
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
ACL 2025 ·
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
Com² : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models
ACL 2025 ·
Kai Xiong
, Xiao Ding,
Yixin Cao
,
Yuxiong Yan
,
Li Du
,
Yufei Zhang
,
Jinglong Gao
,
Jiaqian Liu
,
Bing Qin
,
Ting Liu
ExpeTrans: LLMs Are Experiential Transfer Learners
ACL 2025 ·
Jinglong Gao
, Xiao Ding,
Lingxiao Zou
,
Bibo Cai
,
Bing Qin
,
Ting Liu
Exploring Large Language Models for Effective Rumor Detection on Social Media
NAACL 2025 ·
Yirong Zeng
, Xiao Ding,
Bibo Cai
,
Ting Liu
,
Bing Qin
Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation
ACL 2025 ·
Jihao Shi
, Xiao Ding,
Kai Xiong
,
Hengwei Zhao
,
Bing Qin
,
Ting Liu
Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch
EMNLP 2025 ·
Yirong Zeng
, Xiao Ding,
Yutai Hou
,
Yuxian Wang
,
Li Du
,
Juyi Dai
,
Qiuyang Ding
,
Duyu Tang
,
Dandan Tu
,
Weiwen Liu
,
Bing Qin
,
Ting Liu
Towards Transferable Personality Representation Learning based on Triplet Comparisons and Its Applications
EMNLP 2025 ·
Kai Tang
,
Rui Wang
,
Renyu Zhu
,
Minmin Lin
, Xiao Ding,
Tangjie Lv
,
Changjie Fan
,
Runze Wu
,
Haobo Wang
UFO-RL: Uncertainty-Focused Optimization for Efficient Reinforcement Learning Data Selection
NeurIPS 2025 ·
Yang Zhao
,
Kai Xiong
, Xiao Ding,
Li Du
,
Yangou Ouyang
,
Zhouhao Sun
,
Jiannan Guan
,
Wenbin Zhang
,
Bin Liu
,
Dong Hu
,
Bing Qin
,
Ting Liu
iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use
EMNLP 2025 ·
Yirong Zeng
, Xiao Ding,
Yuxian Wang
,
Weiwen Liu
,
Yutai Hou
,
Wu Ning
,
Xu Huang
,
Duyu Tang
,
Dandan Tu
,
Bing Qin
,
Ting Liu
Causal-Guided Active Learning for Debiasing Large Language Models
ACL 2024 ·
Zhouhao Sun
,
Li Du
, Xiao Ding,
Yixuan Ma
,
Yang Zhao
,
Kaitao Qiu
,
Ting Liu
,
Bing Qin
Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning
ACL 2024 ·
Yang Zhao
,
Li Du
, Xiao Ding,
Kai Xiong
,
Zhouhao Sun
,
Shi Jun
,
Ting Liu
,
Bing Qin
Learning Geometry-Aware Representations for New Intent Discovery
ACL 2024 ·
Kai Tang
,
Junbo Zhao
, Xiao Ding,
Runze Wu
,
Lei Feng
,
Gang Chen
,
Haobo Wang
Link Prediction in Multilayer Networks via Cross-Network Embedding
AAAI 2024 ·
Guojing Ren
, Xiao Ding,
Xiao-Ke Xu
,
Hai-Feng Zhang
Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance
NeurIPS 2024 ·
Kai Xiong
, Xiao Ding,
Ting Liu
,
Bing Qin
,
Dongliang Xu
,
Qing Yang
,
Hongtao Liu
,
Yixin Cao
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
ACL 2024 ·
Lin Long
,
Rui Wang
,
Ruixuan Xiao
,
Junbo Zhao
, Xiao Ding,
Gang Chen
,
Haobo Wang
Self-Evolving GPT: A Lifelong Autonomous Experiential Learner
ACL 2024 ·
Jinglong Gao
, Xiao Ding,
Yiming Cui
,
Jianbai Zhao
,
Hepeng Wang
,
Ting Liu
,
Bing Qin