Jiaqing Liang

43 papers at tracked venues · 27 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0670-5602 ↗Homepage ↗

Venues

ACL ×18 EMNLP ×12 AAAI ×5 CIKM ×2 NAACL ×2 ICDE ×1 ICLR ×1 ICSE ×1 SIGKDD ×1

Frequent coauthors

Yanghua Xiao

×40

Qianyu He

×15

Sihang Jiang

×11

Deqing Yang

×10

Fei Yu

×9

Jinyi Han

×6

Siyu Yuan

×6

Xintao Wang

×6

Jie Zeng

×5

Zeye Sun

×5

Weikang Zhou

×5

Zhixu Li

×4

Papers

ADaPT: Token-Level Decoupling for Efficient Large Reasoning Models
ACL 2026 ·
Tingyun Li
,
Zishang Jiang
,
Jinyi Han
,
Xinyi Wang
,
Sihang Jiang
,
Han Xia
,
Zhaoqian Dai
,
Shuguang Ma
,
Fei Yu
, Jiaqing Liang,
Yanghua Xiao
Are Large Language Models Reliable Reviewers? A Benchmark for Error Detection in Financial Documents
ACL 2026 ·
Ying He
,
Zhouhong Gu
,
Zhecheng Hu
,
Yubo Zhou
,
Hao Shen
, Jiaqing Liang,
Zhaoqian Dai
,
Ma Shuguang
,
Fei Yu
,
Yanghua Xiao
,
Zhixu Li
ChemAmp: Amplified Chemistry Tools via Composable Agents
ACL 2026 ·
Zhucong Li
,
Powei Chang
,
Jin Xiao
,
Zhijian Zhou
,
Qianyu He
, Jiaqing Liang,
Fenglei Cao
,
Yinghui Xu
,
Yuan Qi
ComLQ: Benchmarking Complex Logical Queries in Information Retrieval
AAAI 2026 ·
Ganlin Xu
,
Zhitao Yin
,
Linghao Zhang
, Jiaqing Liang,
Weijia Lu
,
Xiaodong Zhang
,
Zhifei Yang
,
Sihang Jiang
,
Deqing Yang
Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility
AAAI 2026 ·
Zishang Jiang
,
Jinyi Han
,
Tingyun Li
,
Xinyi Wang
,
Sihang Jiang
,
Xiaojun Meng
,
Jiansheng Wei
, Jiaqing Liang,
Yanghua Xiao
Don't Tell the Answer, Truly Guide the Reasoning During RL Rollouts
ACL 2026 ·
Xinyi Wang
,
Jinyi Han
,
Zishang Jiang
,
Tingyun Li
, Jiaqing Liang,
Sihang Jiang
,
Zhaoqian Dai
,
Ma Shuguang
,
Fei Yu
,
Yanghua Xiao
Immediate Inference: The Missing Foundation in Large Language Model Logical Reasoning
ACL 2026 ·
Sihang Jiang
,
Zhiyu Lu
,
Keyi Wang
, Jiaqing Liang,
Yanghua Xiao
,
Xiaojun Meng
,
Jiansheng Wei
Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following
ACL 2026 ·
Qingyu Ren
,
Qianyu He
,
Powei Chang
,
Jie Zeng
,
Zeye Sun
,
Fei Yu
, Jiaqing Liang,
Yanghua Xiao
Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM
AAAI 2026 ·
Cui Danxin
,
Sihang Jiang
,
Keyi Wang
,
Zhiyi Duan
,
Yanghua Xiao
,
Bi Yude
, Jiaqing Liang,
Minggui He
,
Shimin Tao
,
Yilun Liu
Metaphor Reasoning is Meta-reasoning
ACL 2026 ·
Qianyu He
,
Junting Lu
,
Yikai Zhang
,
Siyu Yuan
,
Xiaojun Meng
,
Jiansheng Wei
, Jiaqing Liang,
Yanghua Xiao
What Makes an Ideal Quote? Recommending "Unexpected yet Rational" Quotations via Novelty
ACL 2026 ·
Powei Chang
,
Jin Xiao
,
Guanglei Yue
,
Qianyu He
,
Yanghua Xiao
,
Deqing Yang
, Jiaqing Liang
BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation
ACL 2025 ·
Yiting Ran
,
Xintao Wang
,
Tian Qiu
, Jiaqing Liang,
Yanghua Xiao
,
Deqing Yang
CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory
ACL 2025 ·
Haokun Zhao
,
Jinyi Han
, Jiaqing Liang,
Yanghua Xiao
,
Xiaojun Meng
,
Jiansheng Wei
CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes
CIKM 2025 ·
Haokun Zhao
,
Jinyi Han
,
Jie Shi
,
Chengyu Du
, Jiaqing Liang,
Yanghua Xiao
,
Weikang Zhou
,
Zeye Sun
,
Fei Yu
Character is Destiny: Can Persona-assigned Language Models Make Personal Choices?
EMNLP 2025 ·
Rui Xu
,
Xintao Wang
,
Jiangjie Chen
,
Siyu Yuan
,
Xinfeng Yuan
, Jiaqing Liang,
Zulong Chen
,
Xiaoqing Dong
,
Yanghua Xiao
Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs
EMNLP 2025 ·
Yizhou Ying
,
Geng Zhang
,
Cui Danxin
,
Chengyu Du
,
Guanglei Yue
,
Sihang Jiang
, Jiaqing Liang,
Yifei Fu
,
Hailin Hu
,
Yanghua Xiao
Dialect-SQL: An Adaptive Framework for Bridging the Dialect Gap in Text-to-SQL
EMNLP 2025 ·
Jie Shi
,
Xi Cao
,
Bo Xu
, Jiaqing Liang,
Yanghua Xiao
,
Jia Chen
,
Peng Wang
,
Wei Wang
From Remembering to Metacognition: Do Existing Benchmarks Accurately Evaluate LLMs?
EMNLP 2025 ·
Geng Zhang
,
Yizhou Ying
,
Sihang Jiang
, Jiaqing Liang,
Guanglei Yue
,
Yifei Fu
,
Hailin Hu
,
Yanghua Xiao
GORACS: Group-level Optimal Transport-guided Coreset Selection for LLM-based Recommender Systems
SIGKDD 2025 ·
Tiehua Mei
,
Hengrui Chen
,
Peng Yu
, Jiaqing Liang,
Deqing Yang
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation
NAACL 2025 ·
Sirui Xia
,
Xintao Wang
, Jiaqing Liang,
Yifei Zhang
,
Weikang Zhou
,
Jiaji Deng
,
Fei Yu
,
Yanghua Xiao
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries
ACL 2025 ·
Ganlin Xu
,
Zhoujia Zhang
,
Wangyi Mei
, Jiaqing Liang,
Weijia Lu
,
Xiaodong Zhang
,
Zhifei Yang
,
Xiaofeng Ma
,
Yanghua Xiao
,
Deqing Yang
MultiLingPoT: Boosting Mathematical Reasoning in LLMs through Multilingual Program Integration
EMNLP 2025 ·
Nianqi Li
,
Zujie Liang
,
Siyu Yuan
, Jiaqing Liang,
Feng Wei
,
Yanghua Xiao
Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
EMNLP 2025 ·
Qianxi He
,
Qianyu He
, Jiaqing Liang,
Weikang Zhou
,
Zeye Sun
,
Fei Yu
,
Yanghua Xiao
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
ACL 2025 ·
Jie Zeng
,
Qianyu He
,
Qingyu Ren
, Jiaqing Liang,
Weikang Zhou
,
Zeye Sun
,
Fei Yu
,
Yanghua Xiao
Past Meets Present: Creating Historical Analogy with Large Language Models
ACL 2025 ·
Nianqi Li
,
Siyu Yuan
,
Jiangjie Chen
, Jiaqing Liang,
Feng Wei
,
Zujie Liang
,
Deqing Yang
,
Yanghua Xiao
Skeletons Matter: Dynamic Data Augmentation for Text-to-Query
EMNLP 2025 ·
Yuchen Ji
,
Bo Xu
,
Jie Shi
, Jiaqing Liang,
Deqing Yang
,
Yu Mao
,
Hai Chen
,
Yanghua Xiao
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models
ACL 2025 ·
Qingyu Ren
,
Jie Zeng
,
Qianyu He
, Jiaqing Liang,
Yanghua Xiao
,
Weikang Zhou
,
Zeye Sun
,
Fei Yu
Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models
ICLR 2025 ·
Chengyu Du
,
Jinyi Han
,
Yizhou Ying
,
Aili Chen
,
Qianyu He
,
Haokun Zhao
,
Haoran Guo
,
Sirui Xia
, Jiaqing Liang,
Zulong Chen
,
Liangyue Li
,
Yanghua Xiao
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
ACL 2024 ·
Siyu Yuan
,
Jiangjie Chen
,
Changzhi Sun
, Jiaqing Liang,
Yanghua Xiao
,
Deqing Yang
AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation
EMNLP 2024 ·
Wenhao Huang
,
Zhouhong Gu
,
Chenghao Peng
, Jiaqing Liang,
Zhixu Li
,
Yanghua Xiao
,
Liqian Wen
,
Zulong Chen
CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models
ACL 2024 ·
Nianqi Li
,
Jingping Liu
,
Sihang Jiang
,
Haiyun Jiang
,
Yanghua Xiao
, Jiaqing Liang,
Zujie Liang
,
Feng Wei
,
Jinglei Chen
,
Zhenghong Hao
,
Bing Han
Can Large Language Models Understand Real-World Complex Instructions?
AAAI 2024 ·
Qianyu He
,
Jie Zeng
,
Wenhao Huang
,
Lina Chen
,
Jin Xiao
,
Qianxi He
,
Xunzhe Zhou
, Jiaqing Liang,
Yanghua Xiao
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data
EMNLP 2024 ·
Yiting Ran
,
Xintao Wang
,
Rui Xu
,
Xinfeng Yuan
, Jiaqing Liang,
Yanghua Xiao
,
Deqing Yang
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios?
ACL 2024 ·
Yuyan Chen
,
Yueze Li
,
Songzhou Yan
,
Sijia Liu
, Jiaqing Liang,
Yanghua Xiao
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception
ICDE 2024 ·
Yuncheng Huang
,
Qianyu He
, Jiaqing Liang,
Sihang Jiang
,
Yanghua Xiao
,
Yunwen Chen
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models
EMNLP 2024 ·
Qianyu He
,
Jie Zeng
,
Qianxi He
, Jiaqing Liang,
Yanghua Xiao
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases
EMNLP 2024 ·
Wenhao Huang
,
Qianyu He
,
Zhixu Li
, Jiaqing Liang,
Yanghua Xiao
KnowLog: Knowledge Enhanced Pre-trained Language Model for Log Understanding
ICSE 2024 ·
Lipeng Ma
,
Weidong Yang
,
Bo Xu
,
Sihang Jiang
,
Ben Fei
, Jiaqing Liang,
Mingjie Zhou
,
Yanghua Xiao
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models
ACL 2024 ·
Yikai Zhang
,
Qianyu He
,
Xintao Wang
,
Siyu Yuan
, Jiaqing Liang,
Yanghua Xiao
Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding
NAACL 2024 ·
Yanda Li
,
Dixuan Wang
, Jiaqing Liang,
Guochao Jiang
,
Qianyu He
,
Yanghua Xiao
,
Deqing Yang
SEGMENT+: Long Text Processing with Short-Context Language Models
EMNLP 2024 ·
Wei Shi
,
Shuang Li
,
Kerun Yu
,
Jinglei Chen
,
Zujie Liang
,
Xinhui Wu
,
Yuxi Qian
,
Feng Wei
,
Bo Zheng
, Jiaqing Liang,
Jiangjie Chen
,
Yanghua Xiao
Small Language Model Can Self-Correct
AAAI 2024 ·
Haixia Han
, Jiaqing Liang,
Jie Shi
,
Qianyu He
,
Yanghua Xiao
Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources
CIKM 2024 ·
Yipei Xu
,
Dakuan Lu
, Jiaqing Liang,
Jin Zhao
,
Xintao Wang
,
Hengkui Wu
,
Ken Chen
,
Liujiang Liu
,
Yingsi Xin
,
Xuepeng Liu
,
Yanghua Xiao
,
Zhixu Li