Attention-based LSTM for Aspect-level Sentiment Classification. - Yequan Wang; Minlie Huang; Xiaoyan Zhu 001; Li Zhao 007 (EMNLP, 2016)

Improvement and analysis on the experiment of the third harmonic suppression in the low-voltage distribution power network. - Jian-Dong Liu; Xin-Quan Zhu; Zhan-Hong Wei; Yequan Wang; Yi-Hong He (Int. J. Wirel. Mob. Comput., 2017)

Sentiment Analysis by Capsules. - Yequan Wang; Aixin Sun; Jialong Han; Ying Liu 004; Xiaoyan Zhu 001 (WWW, 2018)

Path Travel Time Estimation using Attribute-related Hybrid Trajectories Network. - Xi Lin 007; Yequan Wang; Xiaokui Xiao; Zengxiang Li; Sourav S. Bhowmick (CIKM, 2019)

Aspect-level Sentiment Analysis using AS-Capsules. - Yequan Wang; Aixin Sun; Minlie Huang; Xiaoyan Zhu 001 (WWW, 2019)

Keyphrase Extraction with Span-based Feature Representations. - Funan Mu; Zhenting Yu; Lifeng Wang; Yequan Wang; Qingyu Yin; Yibo Sun; Liqun Liu; Teng Ma; Jing Tang; Xing Zhou (CoRR, 2020)

A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict. - Yiyi Liu; Yequan Wang; Aixin Sun; Zheng Zhang 006; Jiafeng Guo; Xuying Meng (CoRR, 2021)

Interactive Anomaly Detection in Dynamic Communication Networks. - Xuying Meng; Yequan Wang; Suhang Wang; Di Yao 001; Yujun Zhang 001 (IEEE/ACM Trans. Netw., 2021)

CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction. - Yequan Wang; Xiang Li 001; Aixin Sun; Xuying Meng; Huaming Liao; Jiafeng Guo (COLING, 2022)

CORT: A New Baseline for Comparative Opinion Classification by Dual Prompts. - Yequan Wang; Hengran Zhang; Aixin Sun; Xuying Meng (EMNLP (Findings), 2022)

Interactive Information Extraction by Semantic Information Graph. - Siqi Fan 001; Yequan Wang; Jing Li 034; Zheng Zhang 006; Shuo Shang; Peng Han 005 (IJCAI, 2022)

Packet Representation Learning for Traffic Classification. - Xuying Meng; Yequan Wang; Runxin Ma; Haitong Luo; Xiang Li; Yujun Zhang 001 (KDD, 2022)

A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict. - Yiyi Liu; Yequan Wang; Aixin Sun; Xuying Meng; Jing Li 034; Jiafeng Guo (NAACL-HLT (Findings), 2022)

Aspect-Based Sentiment Analysis Through EDU-Level Attentions. - Ting Lin; Aixin Sun; Yequan Wang (PAKDD (1), 2022)

Chat-Capsule: A Hierarchical Capsule for Dialog-level Emotion Analysis. - Yequan Wang; Xuying Meng; Yiyi Liu; Aixin Sun; Yao Wang; Yinhe Zheng; Minlie Huang (CoRR, 2022)

Perplexity from PLM Is Unreliable for Evaluating Text Quality. - Yequan Wang; Jiawen Deng; Aixin Sun; Xuying Meng (CoRR, 2022)

PoKE: Prior Knowledge Enhanced Emotional Support Conversation with Latent Variable. - Xiaohan Xu; Xuying Meng; Yequan Wang (CoRR, 2022)

Rethinking Document-Level Relation Extraction: A Reality Check. - Jing Li 034; Yequan Wang; Shuai Zhang; Min Zhang 005 (ACL (Findings), 2023)

Knowledgeable Parameter Efficient Tuning Network for Commonsense Question Answering. - Ziwang Zhao; Linmei Hu; Hanyu Zhao; Yingxia Shao; Yequan Wang (ACL (1), 2023)

Finding Generalization Measures by Contrasting Signal and Noise. - Jiaye Teng; Bohang Zhang; Ruichen Li; Haowei He; Yequan Wang; Yan Tian; Yang Yuan (ICML, 2023)

Multi-Layer Collaborative Bandit for Multivariate Time Series Anomaly Detection. - Weiyao Zhang; Xuying Meng; Jinyang Li 009; Yequan Wang; Yujun Zhang 001 (IWQoS, 2023)

EmpMFF: A Multi-factor Sequence Fusion Framework for Empathetic Response Generation. - Xiaobing Pang; Yequan Wang; Siqi Fan 001; Lisi Chen 001; Shuo Shang; Peng Han 005 (WWW, 2023)

GCRE-GPT: A Generative Model for Comparative Relation Extraction. - Yequan Wang; Hengran Zhang; Aixin Sun; Xuying Meng (CoRR, 2023)

DialogPaint: A Dialog-based Image Editing Model. - Jingxuan Wei; Shiyu Wu; Xin Jiang 005; Yequan Wang (CoRR, 2023)

Research without Re-search: Maximal Update Parametrization Yields Accurate Loss Prediction across Scales. - Yiqun Yao; Yequan Wang (CoRR, 2023)

NetGPT: Generative Pretrained Transformer for Network Traffic. - Xuying Meng; Chungang Lin; Yequan Wang; Yujun Zhang 001 (CoRR, 2023)

FreeLM: Fine-Tuning-Free Language Model. - Xiang Li 001; Xin Jiang 005; Xuying Meng; Aixin Sun; Yequan Wang (CoRR, 2023)

2x Faster Language Model Pre-training via Masked Structural Growth. - Yiqun Yao; Zheng Zhang 006; Jing Li 034; Yequan Wang (CoRR, 2023)

FLM-101B: An Open LLM and How to Train It with $100K Budget. - Xiang Li 001; Yiqun Yao; Xin Jiang 005; Xuezhi Fang; Xuying Meng; Siqi Fan 001; Peng Han 005; Jing Li 034; Li Du; Bowen Qin; Zheng Zhang 006; Aixin Sun; et al. (CoRR, 2023)

Quantifying and Attributing the Hallucination of Large Language Models via Association Analysis. - Li Du; Yequan Wang; Xingrun Xing; Yiqun Ya; Xiang Li 001; Xin Jiang 005; Xuezhi Fang (CoRR, 2023)

EDU-Capsule: aspect-based sentiment analysis at clause level. - Ting Lin; Aixin Sun; Yequan Wang (Knowl. Inf. Syst., 2023)

UaMC: user-augmented conversation recommendation via multi-modal graph learning and context mining. - Siqi Fan 001; Yequan Wang; Xiaobing Pang; Lisi Chen 001; Peng Han 005; Shuo Shang (World Wide Web (WWW), 2023)

Spectral-Based Graph Neural Networks for Complementary Item Recommendation. - Haitong Luo; Xuying Meng; Suhang Wang; Hanyun Cao; Weiyao Zhang; Yequan Wang; Yujun Zhang 001 (AAAI, 2024)

BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials. - Xingrun Xing; Li Du; Xinyuan Wang; Xianlin Zeng; Yequan Wang; Zheng Zhang; Jiajun Zhang (AAAI, 2024)

Multimodal Reasoning with Multimodal Knowledge Graph. - Junlin Lee; Yequan Wang; Jing Li 034; Min Zhang 005 (ACL (1), 2024)

Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint. - Xiaowei Yuan; Zhao Yang 004; Yequan Wang; Shengping Liu; Jun Zhao 001; Kang Liu 001 (ACL (Findings), 2024)

Commonsense Knowledge Editing Based on Free-Text in LLMs. - Xiusheng Huang; Yequan Wang; Jun Zhao 001; Kang Liu 001 (EMNLP, 2024)

Improving Zero-shot LLM Re-Ranker with Risk Minimization. - Xiaowei Yuan; Zhao Yang 004; Yequan Wang; Jun Zhao 001; Kang Liu 001 (EMNLP, 2024)

Masked Structural Growth for 2x Faster Language Model Pre-training. - Yiqun Yao; Zheng Zhang 006; Jing Li 034; Yequan Wang (ICLR, 2024)

SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms. - Xingrun Xing; Zheng Zhang 006; Ziyi Ni; Shitao Xiao; Yiming Ju; Siqi Fan 001; Yequan Wang; Jiajun Zhang; Guoqi Li (ICML, 2024)

Reasons and Solutions for the Decline in Model Performance after Editing. - Xiusheng Huang; Jiaxiang Liu; Yequan Wang; Kang Liu 001 (NeurIPS, 2024)

Not all Layers of LLMs are Necessary during Inference. - Siqi Fan 001; Xin Jiang 005; Xiang Li 001; Xuying Meng; Peng Han 005; Shuo Shang; Aixin Sun; Yequan Wang; Zhongyuan Wang 006 (CoRR, 2024)

Tele-FLM Technical Report. - Xiang Li 001; Yiqun Yao; Xin Jiang 005; Xuezhi Fang; Chao Wang; Xinzhang Liu; Zihan Wang; Yu Zhao 007; Xin Wang; Yuyao Huang; Shuangyong Song; Yongxiang Li; et al. (CoRR, 2024)

52B to 1T: Lessons Learned via Tele-FLM Series. - Xiang Li 001; Yiqun Yao; Xin Jiang 005; Xuezhi Fang; Chao Wang; Xinzhang Liu; Zihan Wang; Yu Zhao 007; Xin Wang; Yuyao Huang; Shuangyong Song; Yongxiang Li; et al. (CoRR, 2024)

Open-domain Implicit Format Control for Large Language Model Generation. - Yiqun Yao; Wenjia Ma; Xuezhi Fang; Xin Jiang 005; Xiang Li 001; Xuying Meng; Peng Han 005; Jing Li 034; Aixin Sun; Yequan Wang (CoRR, 2024)

Sketch: A Toolkit for Streamlining LLM Operations. - Xin Jiang 005; Xiang Li 001; Wenjia Ma; Xuezhi Fang; Yiqun Yao; Naitong Yu; Xuying Meng; Peng Han 005; Jing Li 034; Aixin Sun; Yequan Wang (CoRR, 2024)

Contrastive Language-knowledge Graph Pre-training. - Xiaowei Yuan; Kang Liu 001; Yequan Wang (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering. - Yifan Lu; Yigeng Zhou; Jing Li 034; Yequan Wang; Xuebo Liu 002; Daojing He; Fangming Liu; Min Zhang 005 (AAAI, 2025)

Position-Aware Depth Decay Decoding (D³): Boosting Large Language Model Inference Efficiency. - Siqi Fan 001; Xuezhi Fang; Xingrun Xing; Peng Han 005; Shuo Shang; Yequan Wang (ACL (Findings), 2025)

Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling. - Junlin Li; Guodong Du 002; Jing Li 034; Sim Kuan Goh; Wenya Wang; Yequan Wang; Fangming Liu; Ho-Kin Tang; Saleh Alharbi; Daojing He; Min Zhang 005 (ACL (1), 2025)

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement. - Xiaowei Yuan; Zhao Yang 004; Ziyang Huang; Yequan Wang; Siqi Fan 001; Yiming Ju; Jun Zhao 001; Kang Liu 001 (ACL (1), 2025)

Reflection on Knowledge Graph for Large Language Models Reasoning. - Yigeng Zhou; Wu Li; Yifan Lu; Jing Li 034; Fangming Liu; Meishan Zhang; Yequan Wang; Daojing He; Honghai Liu 001; Min Zhang 005 (ACL (Findings), 2025)

ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5. - Jiaming Zhou; Shiyao Wang; Shiwan Zhao; Jiabei He 001; Haoqin Sun; Hui Wang 075; Cheng Liu; Aobo Kong; Yujie Guo; Xi Yang 023; Yequan Wang; Yonghua Lin; et al. (ACL (1), 2025)

Capability Localization: Capabilities Can be Localized rather than Individual Knowledge. - Xiusheng Huang; Jiaxiang Liu; Yequan Wang; Jun Zhao 001; Kang Liu 001 (ICLR, 2025)

Few-Shot Learner Generalizes Across AI-Generated Image Detection. - Shiyu Wu; Jing Liu; Jing Li; Yequan Wang (CoRR, 2025)

CS-Dialogue: A 104-Hour Dataset of Spontaneous Mandarin-English Code-Switching Dialogues for Speech Recognition. - Jiaming Zhou; Yujie Guo; Shiwan Zhao; Haoqin Sun; Hui Wang 075; Jiabei He 001; Aobo Kong; Shiyao Wang; Xi Yang 023; Yequan Wang; Yonghua Lin; Yong Qin (CoRR, 2025)

Position-Aware Depth Decay Decoding (D3): Boosting Large Language Model Inference Efficiency. - Siqi Fan 001; Xuezhi Fang; Xingrun Xing; Peng Han 005; Shuo Shang; Yequan Wang (CoRR, 2025)

SeniorTalk: A Chinese Conversation Dataset with Rich Annotations for Super-Aged Seniors. - Yang Chen 034; Hui Wang 075; Shiyao Wang; Junyang Chen; Jiabei He 001; Jiaming Zhou; Xi Yang 023; Yequan Wang; Yonghua Lin; Yong Qin (CoRR, 2025)

If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs. - Siqi Fan 001; Xiusheng Huang; Yiqun Yao; Xuezhi Fang; Kang Liu 001; Peng Han 005; Shuo Shang; Aixin Sun; Yequan Wang (CoRR, 2025)

Toward Embodied AGI: A Review of Embodied AI and the Road Ahead. - Yequan Wang; Aixin Sun (CoRR, 2025)

Multi-objective Large Language Model Alignment with Hierarchical Experts. - Zhuo Li; Guodong Du 002; Weiyang Guo; Yigeng Zhou; Xiucheng Li; Wenya Wang; Fangming Liu; Yequan Wang; Deheng Ye; Min Zhang 005; Jing Li 034 (CoRR, 2025)

CoThink: Token-Efficient Reasoning via Instruct Models Guiding Reasoning Models. - Siqi Fan 001; Peng Han 005; Shuo Shang; Yequan Wang; Aixin Sun (CoRR, 2025)

EmotionTalk: An Interactive Chinese Multimodal Emotion Dataset With Rich Annotations. - Haoqin Sun; Xuechen Wang; Jinghua Zhao 004; Shiwan Zhao; Jiaming Zhou; Hui Wang 075; Jiabei He 001; Aobo Kong; Xi Yang 023; Yequan Wang; Yonghua Lin; Yong Qin (CoRR, 2025)

Jailbreak-R1: Exploring the Jailbreak Capabilities of LLMs via Reinforcement Learning. - Weiyang Guo; Zesheng Shi; Zhuo Li; Yequan Wang; Xuebo Liu 002; Wenya Wang; Fangming Liu; Min Zhang 005; Jing Li 034 (CoRR, 2025)

RoboEgo System Card: An Omnimodal Model with Native Full Duplexity. - Yiqun Yao; Xiang Li 001; Xin Jiang 005; Xuezhi Fang; Naitong Yu; Aixin Sun; Yequan Wang (CoRR, 2025)

VisualPrompter: Prompt Optimization with Visual Feedback for Text-to-Image Synthesis. - Shiyu Wu; Mingzhen Sun; Weining Wang; Yequan Wang; Jing Liu (CoRR, 2025)

RealTalk-CN: A Realistic Chinese Speech-Text Dialogue Benchmark With Cross-Modal Interaction Analysis. - Enzhi Wang; Qicheng Li; Shiwan Zhao; Aobo Kong; Jiaming Zhou; Xi Yang 023; Yequan Wang; Yonghua Lin; Yong Qin (CoRR, 2025)