Jingang Wang

43 papers at tracked venues · 28 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×16 EMNLP ×14 AAAI ×7 NeurIPS ×3 ICLR ×2 NAACL ×1

Frequent coauthors

Xunliang Cai

×28

Jiahao Liu

×13

Bei Li

×10

Rongxiang Weng

×9

Xin Chen

×5

Zhengyu Chen

×5

Jingbo Zhu

×5

Tong Xiao

×5

Xuemiao Zhang

×5

Qifan Wang

×5

Fei Sun

×4

Xueqi Cheng

×4

Papers

BAPO: Boundary-Aware Policy Optimization for Reliable Agentic Search
ACL 2026 ·
Shiyu Liu
,
Yongjing Yin
,
Jianhao Yan
,
Yunbo Tang
,
Qinggang Zhang
,
Bei Li
,
Xin Chen
, Jingang Wang,
Xunliang Cai
,
Jinsong Su
BaseCal: Unsupervised Confidence Calibration via Base Model Signals
ACL 2026 ·
Hexiang Tan
,
Wanli Yang
,
Junwei Zhang
,
Xin Chen
,
Rui Tang
,
Du Su
, Jingang Wang,
Yuanzhuo Wang
,
Fei Sun
,
Xueqi Cheng
From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling
AAAI 2026 ·
Zhengyu Chen
,
Yudong Wang
,
Teng Xiao
,
Ruochen Zhou
,
Xuesheng Yang
,
Wei Wang
,
Zhifang Sui
, Jingang Wang
LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance
ACL 2026 ·
Yuchun Fan
,
Bei Li
,
Peiguang Li
,
Yilin Wang
,
Yongyu Mu
,
Jian Yang
,
Xin Chen
,
Rongxiang Weng
, Jingang Wang,
Xunliang Cai
,
JingBo Zhu
,
Tong Xiao
Large-Scale Diverse Synthesis for Mid-Training
ACL 2026 ·
Xuemiao Zhang
,
Chengying Tu
,
Can Ren
,
Rongxiang Weng
,
Hongfei Yan
, Jingang Wang,
Xunliang Cai
LinkQA: Synthesizing Diverse QA from Multiple Seeds Strongly Linked by Knowledge Points
ACL 2026 ·
Xuemiao Zhang
,
Can Ren
,
Chengying Tu
,
Rongxiang Weng
,
Hongfei Yan
, Jingang Wang,
Xunliang Cai
MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks
ACL 2026 ·
Junhao Ruan
,
Abudukeyumu Abudula
,
Bei Li
,
Yongjing Yin
,
Xinyu Liu
,
Kechen Jiao
,
Xin Chen
, Jingang Wang,
Xunliang Cai
,
Tong Xiao
,
Jingbo Zhu
Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective
AAAI 2026 ·
Deyang Kong
,
Qi Guo
,
Xiangyu Xi
,
Wei Wang
, Jingang Wang,
Xunliang Cai
,
Shikun Zhang
,
Wei Ye
Scaling and Transferability of Annealing Strategies in Large Language Model Training
AAAI 2026 ·
Siqi Wang
,
Zhengyu Chen
,
Teng Xiao
,
Zheqi Lv
,
Jinluan Yang
,
Xunliang Cai
, Jingang Wang,
Xiaomeng Li
The Evolution of Thought: Tracking LLM Overthinking via Reasoning Dynamics Analysis
ACL 2026 ·
Zihao Wei
,
Liang Pang
,
Jiahao Liu
,
Wenjie Shi
,
Jingcheng Deng
,
Shicheng Xu
,
Zenghao Duan
, Jingang Wang,
Fei Sun
,
Huawei Shen
,
Xueqi Cheng
Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text
ACL 2026 ·
Zhihao Xu
,
Rumei Li
,
Jiahuan Li
,
Rongxiang Weng
, Jingang Wang,
Xunliang Cai
,
Xiting Wang
AgentRefine: Enhancing Agent Generalization through Refinement Tuning
ICLR 2025 ·
Dayuan Fu
,
Keqing He
,
Yejie Wang
,
Wentao Hong
,
Zhuoma Gongque
,
Weihao Zeng
,
Wei Wang
, Jingang Wang,
Xunliang Cai
,
Weiran Xu
Dynamic Fisher-weighted Model Merging via Bayesian Optimization
NAACL 2025 ·
Sanwoo Lee
,
Jiahao Liu
,
Qifan Wang
, Jingang Wang,
Xunliang Cai
,
Yunfang Wu
Earlier Tokens Contribute More: Learning Direct Preference Optimization From Temporal Decay Perspective
ICLR 2025 ·
Ruichen Shao
,
Bei Li
,
Gangao Liu
,
Yang Chen
,
ZhouXiang
, Jingang Wang,
Xunliang Cai
,
Peng Li
FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining
EMNLP 2025 ·
Liangyu Xu
,
Xuemiao Zhang
,
Feiyu Duan
,
Sirui Wang
,
Rongxiang Weng
, Jingang Wang,
Xunliang Cai
FRAME: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy
ACL 2025 ·
Xuemiao Zhang
,
Feiyu Duan
,
Liangyu Xu
,
Yongwei Zhou
,
Sirui Wang
,
Rongxiang Weng
, Jingang Wang,
Xunliang Cai
IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method
EMNLP 2025 ·
Xinyu Liu
,
Bei Li
,
Jiahao Liu
,
Junhao Ruan
,
Kechen Jiao
,
Hongyin Tang
, Jingang Wang,
Tong Xiao
,
JingBo Zhu
Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training
ACL 2025 ·
Zhijun Wang
,
Jiahuan Li
,
Hao Zhou
,
Rongxiang Weng
, Jingang Wang,
Xin Huang
,
Xue Han
,
Junlan Feng
,
Chao Deng
,
Shujian Huang
Jailbreak LLMs through Internal Stance Manipulation
EMNLP 2025 ·
Shuangjie Fu
,
Du Su
,
Beining Huang
,
Fei Sun
, Jingang Wang,
Wei Chen
,
Huawei Shen
,
Xueqi Cheng
Leveraging Unpaired Feedback for Long-Term LLM-based Recommendation Tuning
EMNLP 2025 ·
Jizhi Zhang
,
Chongming Gao
,
Wentao Shi
,
Xi-Lin Chen
, Jingang Wang,
Xunliang Cai
,
Fuli Feng
Multi-Programming Language Sandbox for LLMs
ACL 2025 ·
Shihan Dou
,
Jiazheng Zhang
,
Jianxiang Zang
,
Yunbo Tao
,
Weikang Zhou
,
Haoxiang Jia
,
Shichun Liu
,
Yuming Yang
,
Shenxi Wu
,
Zhiheng Xi
,
Muling Wu
,
Rui Zheng
,
Changze Lv
,
Limao Xiong
,
Shaoqing Zhang
,
Lin Zhang
,
Wenyu Zhan
,
Rongxiang Weng
, Jingang Wang,
Xunliang Cai
,
Yueming Wu
,
Ming Wen
,
Yixin Cao
,
Tao Gui
,
Xipeng Qiu
,
Qi Zhang
,
Xuanjing Huang
NeedleInATable: Exploring Long-Context Capability of Large Language Models towards Long-Structured Tables
NeurIPS 2025 ·
Lanrui Wang
,
Mingyu Zheng
,
Hongyin Tang
,
Zheng Lin
,
Yanan Cao
, Jingang Wang,
Xunliang Cai
,
Weiping Wang
Preference Curriculum: LLMs Should Always Be Pretrained on Their Preferred Data
ACL 2025 ·
Xuemiao Zhang
,
Liangyu Xu
,
Feiyu Duan
,
Yongwei Zhou
,
Sirui Wang
,
Rongxiang Weng
, Jingang Wang,
Xunliang Cai
ReMamba: Equip Mamba with Effective Long-Sequence Modeling
EMNLP 2025 ·
Danlong Yuan
,
Jiahao Liu
,
Bei Li
,
Huishuai Zhang
, Jingang Wang,
Xunliang Cai
,
Dongyan Zhao
Revisiting Scaling Laws for Language Models: The Role of Data Quality and Training Strategies
ACL 2025 ·
Zhengyu Chen
,
Siqi Wang
,
Teng Xiao
,
Yudong Wang
,
Shiqi Chen
,
Xunliang Cai
,
Junxian He
, Jingang Wang
SEAS: Self-Evolving Adversarial Safety Optimization for Large Language Models
AAAI 2025 ·
Muxi Diao
,
Rumei Li
,
Shiyang Liu
,
Guogang Liao
, Jingang Wang,
Xunliang Cai
,
Weiran Xu
SampleMix: A Sample-wise Pre-training Data Mixing Strategy by Coordinating Data Quality and Diversity
EMNLP 2025 ·
Xiangyu Xi
,
Deyang Kong
,
Jian Yang
,
Jiawei Yang
,
Zhengyu Chen
,
Wei Wang
, Jingang Wang,
Xunliang Cai
,
Shikun Zhang
,
Wei Ye
TCPO: Thought-Centric Preference Optimization for Effective Embodied Decision-making
EMNLP 2025 ·
Kechen Jiao
,
Zhirui Fang
,
Jiahao Liu
,
Bei Li
,
Qifan Wang
,
Xinyu Liu
,
Junhao Ruan
,
Zhongjian Qiao
,
Yifan Zhu
,
Yaxin Xu
, Jingang Wang,
Xiu Li
Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs
EMNLP 2025 ·
Hexiang Tan
,
Fei Sun
,
Sha Liu
,
Du Su
,
Qi Cao
,
Xin Chen
, Jingang Wang,
Xunliang Cai
,
Yuanzhuo Wang
,
Huawei Shen
,
Xueqi Cheng
C-ICL: Contrastive In-context Learning for Information Extraction
EMNLP 2024 ·
Ying Mo
,
Jiahao Liu
,
Jian Yang
,
Qifan Wang
,
Shun Zhang
, Jingang Wang,
Zhoujun Li
CoSTA: End-to-End Comprehensive Space-Time Entanglement for Spatio-Temporal Video Grounding
AAAI 2024 ·
Yaoyuan Liang
,
Xiao Liang
,
Yansong Tang
,
Zhao Yang
,
Ziran Li
, Jingang Wang,
Wenbo Ding
,
Shao-Lun Huang
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning
ACL 2024 ·
Yejie Wang
,
Keqing He
,
Guanting Dong
,
Pei Wang
,
Weihao Zeng
,
Muxi Diao
,
Weiran Xu
, Jingang Wang,
Mengdi Zhang
,
Xunliang Cai
EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction
EMNLP 2024 ·
Li Yang
,
Qifan Wang
,
Jianfeng Chi
,
Jiahao Liu
, Jingang Wang,
Fuli Feng
,
Zenglin Xu
,
Yi Fang
,
Lifu Huang
,
Dongfang Liu
Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models
EMNLP 2024 ·
Xinyu Liu
,
Runsong Zhao
,
Pengcheng Huang
,
Chunyang Xiao
,
Bei Li
, Jingang Wang,
Tong Xiao
,
JingBo Zhu
Graph-Structured Speculative Decoding
ACL 2024 ·
Zhuocheng Gong
,
Jiahao Liu
,
Ziyue Wang
,
Pengfei Wu
, Jingang Wang,
Xunliang Cai
,
Dongyan Zhao
,
Rui Yan
How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data
EMNLP 2024 ·
Yejie Wang
,
Keqing He
,
Dayuan Fu
,
Zhuoma Gongque
,
Heyang Xu
,
Yanxu Chen
,
Zhexu Wang
,
Yujia Fu
,
Guanting Dong
,
Muxi Diao
, Jingang Wang,
Mengdi Zhang
,
Xunliang Cai
,
Weiran Xu
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning
EMNLP 2024 ·
Zhengyu Hu
,
Yichuan Li
,
Zhengyu Chen
, Jingang Wang,
Han Liu
,
Kyumin Lee
,
Kaize Ding
MCL-NER: Cross-Lingual Named Entity Recognition via Multi-View Contrastive Learning
AAAI 2024 ·
Ying Mo
,
Jian Yang
,
Jiahao Liu
,
Qifan Wang
,
Ruoyu Chen
, Jingang Wang,
Zhoujun Li
Predictor-Corrector Enhanced Transformers with Exponential Moving Average Coefficient Learning
NeurIPS 2024 ·
Bei Li
,
Tong Zheng
,
Rui Wang
,
Jiahao Liu
,
Qingyan Guo
,
Junliang Guo
,
Xu Tan
,
Tong Xiao
,
Jingbo Zhu
, Jingang Wang,
Xunliang Cai
Scaling Laws Across Model Architectures: A Comparative Analysis of Dense and MoE Models in Large Language Models
EMNLP 2024 ·
Siqi Wang
,
Zhengyu Chen
,
Bei Li
,
Keqing He
,
Min Zhang
, Jingang Wang
Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism
ACL 2024 ·
Jiahao Liu
,
Qifan Wang
, Jingang Wang,
Xunliang Cai
Unleashing Region Understanding in Intermediate Layers for MLLM-based Referring Expression Generation
NeurIPS 2024 ·
Yaoyuan Liang
,
Zhuojun Cai
,
Jian Xu
,
Guanbo Huang
,
Yiran Wang
,
Xiao Liang
,
Jiahao Liu
,
Ziran Li
, Jingang Wang,
Shao-Lun Huang
What Makes Quantization for Large Language Model Hard? An Empirical Study from the Lens of Perturbation
AAAI 2024 ·
Zhuocheng Gong
,
Jiahao Liu
, Jingang Wang,
Xunliang Cai
,
Dongyan Zhao
,
Rui Yan