Research Interests
常年招聘：人工智能等相关背景的博士生/硕士生/博士后/研究助理教授
I direct the WEI Lab (We Explore Interests Lab). Currently, I focus more on developing interdisciplinary approaches to computationally solve ethics and safety problems of Artificial Intelligence. AI must do the right thing (ethics) and do it right (safety).
One interesting concept: Agent Factors Engineering（A因工程）Download
Recent Publications(Full list)
Please find the source code of publications on our Lab GitHub.
- Mitigating Stereotypes in Text-to-Image Generation: A Novel Perspective of Selective Neural Suppression. ACM Multimedia, 2025
- LLMs Trust Humans More, That's a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation. ACL, 2025
- The Elephant in the Room: Exploring the Role of Neutral Words in Language Model Group-Agnostic Debiasing. ACL Findings, 2025
- Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation. NeurIPS, 2024 Spotlight
- Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models. NeurIPS, 2024
- Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors. NeurIPS, 2024
- Surviving in Diverse Biases: Unbiased Dataset Acquisition in Online Data Market for Fair Model Training. AIES, 2024
- Anti-Matthew FL: Bridging the Performance Gap in Federated Learning to Counteract the Matthew Effect. ECAI, 2024
- An Experimental Study on Embodiment Forms and Interaction Modes in Affective Robots for Anxiety Relief and Emotional Connection. IJHCS, 2025
- ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs. ACL, 2025
- DANCE: Resource-Efficient Neural Architecture Search with Data-Aware and Continuous Adaptation. IJCAI, 2025
- Learning Generalized and Flexible Trajectory Models from Omni-Semantic Supervision. KDD, 2025
- Multi-task Offline Reinforcement Learning for Online Advertising in Recommender Systems. KDD, 2025
- SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters. NAACL, 2025
- Behavior Modeling Space Reconstruction for E-Commerce Search. TheWebConf, 2025
- GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching. AAAI, 2025 Oral
- DreaMark: Rooting Watermark in Score Distillation Sampling Generated Neural Radiance Fields . AAAI, 2025
- Mesh Watermark Removal Attack and Mitigation: A Novel Perspective of Function Space. AAAI, 2025
- GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems. ACM KDD, 2025
- STAR-Rec: Making Peace with Length Variance and Pattern Diversity in Sequential Recommendation. SIGIR, 2025
- G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models. NeurIPS, 2024
- Achieving Resolution-Agnostic DNN-based Image Watermarking: A Novel Perspective of Implicit Neural Representation. ACM Multimedia, 2024
- Rethinking Mesh Watermark: Towards Highly Robust and Adaptable Deep 3D Mesh Watermarking. AAAI, 2024
- Bi-level User Modeling for Deep Recommender Systems. IEEE ICDM, 2024
- ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model. ACM KDD, 2024
- Efficient and Robust Regularized Federated Recommendation. CIKM, 2024
Alumni （学生毕业去向）
Year 2024
Shiyao Zhang (RAP 2024, First job: Tenure-Track Assistant Professor@Great Bay University 大湾区大学)
Guanhui Ye (M.S. 2024, First job: Tencent 腾讯)
Zuji Zhang (B.S. 2024, First job: PhD@CUHK 香港中文大学)
Jianlin Li (B.S. 2024, First job: MS@CMU 卡耐基梅隆大学)
Haozhang li (B.S. 2024, First job: MS@IIE, CAS 中国科学院信息工程研究所)
Yuxuan Li (B.S. 2024, First job: MS@SUSTech 南方科技大学)
Yi Lin (B.S. 2024, First job: MS@SUSTech 南方科技大学)
Ziyi Zhou (B.S. 2024, First job: MS@SUSTech 南方科技大学)
Lei Chen (B.S. 2024, First job: MS@SUSTech 南方科技大学)
Year 2023
Yixuan Li (B.S. 2023, First job: MS@SUSTech 南方科技大学)
Year 2022
Haotian Lu (B.S. 2022, First job: MS@UIUC 伊利诺伊大学厄巴纳-香槟分校)
Yuchen Wang (B.S. 2022, First job: MS@SUSTech 南方科技大学)
Dibo Xian (M.S. 2022, First job: Huawei 华为)
Wenhui Wang (M.S. 2022, First job: Parametrix(An interesting AI startup))
Ziwei Wang (RA 2020-2022, First job, PhD@U of Birmingham 伯明翰大学)
Xiangyu Liu (Postdoc 2022（期间获得省自青和国自青）, First job: Associate Professor@SYLU 沈阳理工大学 )
Year 2021
Guanhui Ye (B.S. 2021, First job: MS@SUSTech 南方科技大学)
Xingyu Zhu (B.S. 2021, First job: PhD@HKPolyU 香港理工大学)
Year 2020
Qinghua Zheng (B.S. 2020, First job: Tencent 腾讯)
Sen wang (B.S. 2020, First job: Tencent 腾讯)
Weiming Zhao (B.S. 2020, First job: Tencent 腾讯)
Yujie Yang (B.S. 2020, First job: Huawei 华为)
Lida Zhao (B.S. 2020, First job: MS@NTU 南洋理工大学)
Min Chen (B.S. 2020, First job: MS@SUSTech 南方科技大学)
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