Yequan Wang

27 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×15 AAAI ×3 EMNLP ×2 ICLR ×2 ICML ×2 NeurIPS ×2 IJCAI ×1

Frequent coauthors

Kang Liu

×12

Jun Zhao

×9

Xiusheng Huang

×6

Siqi Fan

×5

Jing Li

×5

Xiaowei Yuan

×4

Zhao Yang

×4

Min Zhang

×4

Jiaming Zhou

×3

Hui Wang

×3

Xi Yang

×3

Yonghua Lin

×3

Papers

Break Through the Compression Bottleneck: From Theory to Practice
ACL 2026 ·
Xiusheng Huang
,
Lu Wang
, Yequan Wang,
Jun Zhao
,
Kang Liu
Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts
ACL 2026 ·
Xiaowei Yuan
,
Ziyang Huang
,
Zhao Yang
, Yequan Wang,
Jun Zhao
,
Kang Liu
EmotionTalk: An Interactive Chinese Multimodal Emotion Dataset With Rich Annotations
ACL 2026 ·
Haoqin Sun
,
Jinghua Zhao
,
Xuechen Wang
,
Shiwan Zhao
,
Jiaming Zhou
,
Hui Wang
,
Xi Yang
, Yequan Wang,
Yonghua Lin
Harmonizing the Past, Present, and Future: A Null-Space Constrained Region-Specific Method for Continual Learning in LLMs
ACL 2026 ·
Jinhui Chen
,
Shizhu He
,
Xingchang Yang
,
Huanxuan Liao
, Yequan Wang,
Xiangwen Liao
,
Wenhao Teng
,
Kang Liu
,
Jun Zhao
If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs
ACL 2026 ·
Siqi Fan
,
Xiusheng Huang
,
Yiqun Yao
,
Xuezhi Fang
,
Kang Liu
,
Peng Han
,
Shuo Shang
,
Aixin Sun
, Yequan Wang
Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs
ACL 2026 ·
Huanxuan Liao
,
Shizhu He
,
Yupu Hao
, Yequan Wang,
Wenhao Teng
,
Xiangwen Liao
,
Jun Zhao
,
Kang Liu
Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs
ACL 2026 ·
Wu Li
,
Yigeng Zhou
,
Zesheng Shi
, Yequan Wang,
Min Zhang
,
Jing Li
Theory-optimal Quantization Based on Flatness
ACL 2026 ·
Xiusheng Huang
,
Zhe Li
,
Xuanwu Yin
,
Lu Wang
, Yequan Wang,
Dong Li
,
Emad Barsoum
,
Kang Liu
Capability Localization: Capabilities Can be Localized rather than Individual Knowledge
ICLR 2025 ·
Xiusheng Huang
,
Jiaxiang Liu
, Yequan Wang,
Jun Zhao
,
Kang Liu
ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5
ACL 2025 ·
Jiaming Zhou
,
Shiyao Wang
,
Shiwan Zhao
,
Jiabei He
,
Haoqin Sun
,
Hui Wang
,
Cheng Liu
,
Aobo Kong
,
Yujie Guo
,
Xi Yang
, Yequan Wang,
Yonghua Lin
,
Yong Qin
Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement
ACL 2025 ·
Xiaowei Yuan
,
Zhao Yang
,
Ziyang Huang
, Yequan Wang,
Siqi Fan
,
Yiming Ju
,
Jun Zhao
,
Kang Liu
Few-Shot Learner Generalizes Across AI-Generated Image Detection
ICML 2025 ·
Shiyu Wu
,
Jing Liu
,
Jing Li
, Yequan Wang
Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering
AAAI 2025 ·
Yifan Lu
,
Yigeng Zhou
,
Jing Li
, Yequan Wang,
Xuebo Liu
,
Daojing He
,
Fangming Liu
,
Min Zhang
Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling
ACL 2025 ·
Junlin Li
,
Guodong Du
,
Jing Li
,
Sim Kuan Goh
,
Wenya Wang
, Yequan Wang,
Fangming Liu
,
Ho-Kin Tang
,
Saleh Alharbi
,
Daojing He
,
Min Zhang
Not All Layers of LLMs Are Necessary During Inference
IJCAI 2025 ·
Siqi Fan
,
Xin Jiang
,
Xiang Li
,
Xuying Meng
,
Peng Han
,
Shuo Shang
,
Aixin Sun
, Yequan Wang
Position-Aware Depth Decay Decoding (D³): Boosting Large Language Model Inference Efficiency
ACL 2025 ·
Siqi Fan
,
Xuezhi Fang
,
Xingrun Xing
,
Peng Han
,
Shuo Shang
, Yequan Wang
Reflection on Knowledge Graph for Large Language Models Reasoning
ACL 2025 ·
Yigeng Zhou
,
Wu Li
,
Yifan Lu
,
Jing Li
,
Fangming Liu
,
Meishan Zhang
, Yequan Wang,
Daojing He
,
Honghai Liu
,
Min Zhang
SeniorTalk: A Chinese Conversation Dataset with Rich Annotations for Super-Aged Seniors
NeurIPS 2025 ·
Yang Chen
,
Hui Wang
,
Shiyao Wang
,
Junyang Chen
,
Jiabei He
,
Jiaming Zhou
,
Xi Yang
, Yequan Wang,
Yonghua Lin
,
Yong Qin
BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials
AAAI 2024 ·
Xingrun Xing
,
Li Du
,
Xinyuan Wang
,
Xianlin Zeng
, Yequan Wang,
Zheng Zhang
,
Jiajun Zhang
Commonsense Knowledge Editing Based on Free-Text in LLMs
EMNLP 2024 ·
Xiusheng Huang
, Yequan Wang,
Jun Zhao
,
Kang Liu
Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint
ACL 2024 ·
Xiaowei Yuan
,
Zhao Yang
, Yequan Wang,
Shengping Liu
,
Jun Zhao
,
Kang Liu
Improving Zero-shot LLM Re-Ranker with Risk Minimization
EMNLP 2024 ·
Xiaowei Yuan
,
Zhao Yang
, Yequan Wang,
Jun Zhao
,
Kang Liu
Masked Structural Growth for 2x Faster Language Model Pre-training
ICLR 2024 ·
Yiqun Yao
,
Zheng Zhang
,
Jing Li
, Yequan Wang
Multimodal Reasoning with Multimodal Knowledge Graph
ACL 2024 ·
Junlin Lee
, Yequan Wang,
Jing Li
,
Min Zhang
Reasons and Solutions for the Decline in Model Performance after Editing
NeurIPS 2024 ·
Xiusheng Huang
,
Jiaxiang Liu
, Yequan Wang,
Kang Liu
Spectral-Based Graph Neural Networks for Complementary Item Recommendation
AAAI 2024 ·
Haitong Luo
,
Xuying Meng
,
Suhang Wang
,
Hanyun Cao
,
Weiyao Zhang
, Yequan Wang,
Yujun Zhang
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms
ICML 2024 ·
Xingrun Xing
,
Zheng Zhang
,
Ziyi Ni
,
Shitao Xiao
,
Yiming Ju
,
Siqi Fan
, Yequan Wang,
Jiajun Zhang
,
Guoqi Li