PPaperPicks

Boxing Chen

29 papers at tracked venues · 15 at CORE A* · active 2024–2026

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Venues

EMNLP ×9ACL ×7AAAI ×4NAACL ×2SIGIR ×2CIKM ×1EACL ×1ECAI ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Mehdi Rezagholizadeh
×12
Abbas Ghaddar
×7
Yilun Liu
×7
Shimin Tao
×7
Weibin Meng
×6
David Alfonso-Hermelo
×6
Ivan Kobyzev
×5
Yufei Cui
×5
Minggui He
×5
Peng Lu
×5
Prasanna Parthasarathi
×5
Philippe Langlais
×4

Papers

  1. BOSCH: Black-Box Binary Optimization for Short-Context Attention-Head Selection in LLMs
    ACL 2026 ·
    Abbas Ghaddar
    ,
    Ivan Kobyzev
    , Boxing Chen,
    Yufei Cui
  2. ELSPR: Evaluator LLM Training Data Self-Purification on Non-Transitive Preferences via Tournament Graph Reconstruction
    AAAI 2026 ·
    Yan Yu
    ,
    Yilun Liu
    ,
    Minggui He
    ,
    Shimin Tao
    ,
    Weibin Meng
    ,
    Xinhua Yang
    ,
    Li Zhang
    ,
    Hongxia Ma
    ,
    Dengye Li
    ,
    Daimeng Wei
    , Boxing Chen,
    Fuliang Li
  3. M-DaQ: Retrieving Samples with Multilingual Diversity and Quality for Instruction Fine-Tuning Datasets
    SIGIR 2026 ·
    Chunguang Zhao
    ,
    Yilun Liu
    ,
    Pufan Zeng
    ,
    Yuanchang Luo
    ,
    Shimin Tao
    ,
    Minggui He
    ,
    Weibin Meng
    ,
    Song Xu
    ,
    Chen Liu
    ,
    Hongxia Ma
    ,
    Li Zhang
    , Boxing Chen,
    Daimeng Wei
  4. MATCH: Modulating Attention via In-Context Retrieval for Long-Context Transformers
    ACL 2026 ·
    Linrui Ma
    ,
    Chun Hei Lo
    ,
    Xinyu Wang
    ,
    Peng Lu
    ,
    Xihao Yuan
    ,
    Hanting Chen
    ,
    Kai Han
    ,
    Xinghao Chen
    ,
    Chengjun Zhan
    ,
    Hanlin Xu
    ,
    Yichun Yin
    ,
    Lifeng Shang
    ,
    Feng Wen
    , Boxing Chen,
    Yufei Cui
  5. MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis
    AAAI 2026 ·
    Yilun Liu
    ,
    Chunguang Zhao
    ,
    Xinhua Yang
    ,
    Hongyong Zeng
    ,
    Shimin Tao
    ,
    Weibin Meng
    ,
    Minggui He
    ,
    Yan Yu
    ,
    Hongxia Ma
    ,
    Li Zhang
    ,
    Daimeng Wei
    , Boxing Chen
  6. Thinking Long, but Short: Stable Sequential Test-Time Scaling for Large Reasoning Models
    EACL 2026 ·
    Michael R. Metel
    ,
    Yufei Cui
    , Boxing Chen,
    Prasanna Parthasarathi
  7. Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge
    CIKM 2025 ·
    Yuhe Ji
    ,
    Yilun Liu
    ,
    Feiyu Yao
    ,
    Minggui He
    ,
    Shimin Tao
    ,
    Xiaofeng Zhao
    ,
    Chang Su
    ,
    Xinhua Yang
    ,
    Weibin Meng
    ,
    Yuming Xie
    , Boxing Chen,
    Shenglin Zhang
    ,
    Yongqian Sun
  8. Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models
    EMNLP 2025 ·
    Benyamin Jamialahmadi
    ,
    Parsa Kavehzadeh
    ,
    Mehdi Rezagholizadeh
    ,
    Parsa Farinneya
    ,
    Hossein Rajabzadeh
    ,
    Aref Jafari
    , Boxing Chen,
    Marzieh S. Tahaei
  9. CHARPEVAL: Benchmarking Large Language Models' Contextual Reasoning in Knowledge-Grounded Dialogue
    ACL 2025 ·
    Abbas Ghaddar
    ,
    David Alfonso-Hermelo
    ,
    Philippe Langlais
    , Boxing Chen,
    Prasanna Parthasarathi
  10. Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination
    ACL 2025 ·
    Jerry Huang
    ,
    Prasanna Parthasarathi
    ,
    Mehdi Rezagholizadeh
    , Boxing Chen,
    Sarath Chandar
  11. ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training
    EMNLP 2025 ·
    Maryam Dialameh
    ,
    Rezaul Karim
    ,
    Hossein Rajabzadeh
    ,
    Omar Mohamed Awad
    , Boxing Chen,
    Hyock Ju Kwon
    ,
    Walid Ahmed
    ,
    Yang Liu
  12. Integral Transformer: Denoising Attention, Not Too Much Not Too Little
    EMNLP 2025 ·
    Ivan Kobyzev
    ,
    Abbas Ghaddar
    ,
    Dingtao Hu
    , Boxing Chen
  13. Mamba Modulation: On the Length Generalization of Mamba Models
    NeurIPS 2025 ·
    Peng Lu
    ,
    Jerry Huang
    ,
    Qiuhao Zeng
    ,
    Xinyu Wang
    , Boxing Chen,
    Philippe Langlais
    ,
    Yufei Cui
  14. OAC: Output-adaptive Calibration for Accurate Post-training Quantization
    AAAI 2025 ·
    Ali Edalati
    ,
    Alireza Ghaffari
    ,
    Mahsa Ghazvini Nejad
    ,
    Lu Hou
    , Boxing Chen,
    Masoud Asgharian
    ,
    Vahid Partovi Nia
  15. PoT-PTQ: Two-Step Power-of-Two Post-Training for LLMs
    ECAI 2025 ·
    Xinyu Wang
    ,
    Vahid Partovi Nia
    ,
    Peng Lu
    ,
    Jerry Huang
    ,
    Xiao-Wen Chang
    , Boxing Chen,
    Yufei Cui
  16. ReGLA: Refining Gated Linear Attention
    NAACL 2025 ·
    Peng Lu
    ,
    Ivan Kobyzev
    ,
    Mehdi Rezagholizadeh
    , Boxing Chen,
    Philippe Langlais
  17. SRDC: Semantics-based Ransomware Detection and Classification with LLM-assisted Pre-training
    AAAI 2025 ·
    Ce Zhou
    ,
    Yilun Liu
    ,
    Weibin Meng
    ,
    Shimin Tao
    ,
    Weinan Tian
    ,
    Feiyu Yao
    ,
    Xiaochun Li
    ,
    Tao Han
    , Boxing Chen,
    Hao Yang
  18. Taming Text-to-Image Synthesis for Novices: User-centric Prompt Generation via Multi-turn Guidance
    EMNLP 2025 ·
    Yilun Liu
    ,
    Minggui He
    ,
    Feiyu Yao
    ,
    Yuhe Ji
    ,
    Shimin Tao
    ,
    Jingzhou Du
    ,
    Justin Li
    ,
    Jian Gao
    ,
    Zhang Li
    ,
    Hao Yang
    , Boxing Chen,
    Osamu Yoshie
  19. ZETA: Leveraging Z-order Curves for Efficient Top-k Attention
    ICLR 2025 ·
    Qiuhao Zeng
    ,
    Jerry Huang
    ,
    Peng Lu
    ,
    Gezheng Xu
    , Boxing Chen,
    Charles Ling
    ,
    Boyu Wang
  20. "Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation
    EMNLP 2024 ·
    Nandan Thakur
    ,
    Luiz Bonifacio
    ,
    Xinyu Zhang
    ,
    Odunayo Ogundepo
    ,
    Ehsan Kamalloo
    ,
    David Alfonso-Hermelo
    ,
    Xiaoguang Li
    ,
    Qun Liu
    , Boxing Chen,
    Mehdi Rezagholizadeh
    ,
    Jimmy Lin
  21. CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems
    ACL 2024 ·
    Abbas Ghaddar
    ,
    David Alfonso-Hermelo
    ,
    Philippe Langlais
    ,
    Mehdi Rezagholizadeh
    , Boxing Chen,
    Prasanna Parthasarathi
  22. CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search
    EMNLP 2024 ·
    Fengran Mo
    ,
    Abbas Ghaddar
    ,
    Kelong Mao
    ,
    Mehdi Rezagholizadeh
    , Boxing Chen,
    Qun Liu
    ,
    Jian-Yun Nie
  23. CIRAL: A Test Collection for CLIR Evaluations in African Languages
    SIGIR 2024 ·
    Mofetoluwa Adeyemi
    ,
    Akintunde Oladipo
    ,
    Xinyu Zhang
    ,
    David Alfonso-Hermelo
    ,
    Mehdi Rezagholizadeh
    , Boxing Chen,
    Abdul-Hakeem Omotayo
    ,
    Idris Abdulmumin
    ,
    Naome A. Etori
    ,
    Toyib Babatunde Musa
    ,
    Samuel Fanijo
    ,
    Oluwabusayo Olufunke Awoyomi
    ,
    Saheed Abdullahi Salahudeen
    ,
    Labaran Adamu Mohammed
    ,
    Daud Olamide Abolade
    ,
    Falalu Ibrahim Lawan
    ,
    Maryam Sabo Abubakar
    ,
    Ruqayya Nasir Iro
    ,
    Amina Abubakar Imam
    ,
    Shafie Abdi Mohamed
    ,
    Hanad Mohamud Mohamed
    ,
    Tunde Oluwaseyi Ajayi
    ,
    Jimmy Lin
  24. Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation
    EMNLP 2024 ·
    Yuan Ge
    ,
    Yilun Liu
    ,
    Chi Hu
    ,
    Weibin Meng
    ,
    Shimin Tao
    ,
    Xiaofeng Zhao
    ,
    Mahong Xia
    ,
    Zhang Li
    , Boxing Chen,
    Hao Yang
    ,
    Bei Li
    ,
    Tong Xiao
    ,
    JingBo Zhu
  25. Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity
    EMNLP 2024 ·
    Michael R. Metel
    ,
    Peng Lu
    , Boxing Chen,
    Mehdi Rezagholizadeh
    ,
    Ivan Kobyzev
  26. EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems
    ACL 2024 ·
    Mohammad Dehghan
    ,
    Mohammad Ali Alomrani
    ,
    Sunyam Bagga
    ,
    David Alfonso-Hermelo
    ,
    Khalil Bibi
    ,
    Abbas Ghaddar
    ,
    Yingxue Zhang
    ,
    Xiaoguang Li
    ,
    Jianye Hao
    ,
    Qun Liu
    ,
    Jimmy Lin
    , Boxing Chen,
    Prasanna Parthasarathi
    ,
    Mahdi Biparva
    ,
    Mehdi Rezagholizadeh
  27. Efficient Citer: Tuning Large Language Models for Enhanced Answer Quality and Verification
    NAACL 2024 ·
    Marzieh S. Tahaei
    ,
    Aref Jafari
    ,
    Ahmad Rashid
    ,
    David Alfonso-Hermelo
    ,
    Khalil Bibi
    ,
    Yimeng Wu
    ,
    Ali Ghodsi
    , Boxing Chen,
    Mehdi Rezagholizadeh
  28. OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection
    ACL 2024 ·
    Chenyang Huang
    ,
    Abbas Ghaddar
    ,
    Ivan Kobyzev
    ,
    Mehdi Rezagholizadeh
    ,
    Osmar Zaïane
    , Boxing Chen
  29. QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning
    EMNLP 2024 ·
    Hossein Rajabzadeh
    ,
    Mojtaba Valipour
    ,
    Tianshu Zhu
    ,
    Marzieh S. Tahaei
    ,
    Hyock Ju Kwon
    ,
    Ali Ghodsi
    , Boxing Chen,
    Mehdi Rezagholizadeh