Marketing & Growth

brycewang-stanford Skill

Use when positioning an ISSTA submission against the testing and analysis literature, covering the sibling venues (ICSE, FSE, ASE, ICST, PLDI, CAV), delta-first framing against the nearest technique, double-anonymous self-citation, distinguishing the closest tool baseline, and avoiding the venue-confusion of citing a paper to the wrong conference.

brycewang-stanford Skill

Use when building a MICRO paper's related-work coverage and positioning — sweeping the four-venue architecture literature plus journals and industry disclosures, differentiating by mechanism structure and cost rather than by numbers, obeying MICRO's all-author citation format, and verifying venue attribution via dblp before citing.

brycewang-stanford Skill

Use when positioning an MLSys submission against the fast-moving ML-systems literature scattered across OSDI, SOSP, NSDI, ASPLOS, and ML venues, handling arXiv-first and open-source-first prior work, comparing against production systems that have no paper, and writing the delta statement two reviewer cultures will both accept.

brycewang-stanford Skill

Use when planning a MobiCom campaign across the rolling two-deadlines-per-year calendar — deciding which round to target and which edition it feeds, building a backward schedule that leaves room for over-the-air experiments, and sequencing the two-round review, rebuttal, and one-shot revision so a slip does not silently cost an edition.

brycewang-stanford Skill

Use when building the related-work and positioning story for a NAACL submission — covering the ACL Anthology lineages reviewers expect, citing Findings, workshop, and regional venues correctly, handling resubmission histories and concurrent preprints under ARR rules, and stating the delta in one falsifiable sentence.

brycewang-stanford Skill

Use when writing or auditing a PPoPP paper's related-work and positioning, covering the parallel-programming literature lanes (concurrent data structures, runtimes/schedulers, GPU/accelerators, memory models, parallel algorithms), delta-first comparison against the nearest competitor, double-blind self-citation, and separating PPoPP work from CGO/PLDI/POPL/SC neighbors.

brycewang-stanford Skill

Use when positioning a paper against the information-retrieval literature for SIGIR — tracing lineage through SIGIR/TOIS/TREC canon, contrasting mechanisms with the nearest recent SIGIR papers, avoiding venue misattribution (DPR is EMNLP, ANCE is ICLR, NCF is WWW), and handling arXiv-era concurrent work in a fast-moving field.

brycewang-stanford Skill

Use when positioning a TACAS (ETAPS) submission against the verification literature across TACAS, CAV, VMCAI, FMCAD, SPIN, and journals (STTT, FMSD), writing delta-first contrast against the nearest tools and algorithms, crediting the benchmarks and solvers you build on, keeping self-citations anonymous for double-blind research papers, and handling competition-tool and prior-version overlap.

brycewang-stanford Skill

Use when positioning an ASPLOS submission against three communities' literatures at once — covering the architecture, OS/systems, and PL/compiler lanes plus accelerator and prior-ASPLOS lines, handling own-work and arXiv material under the 2027 double-blind rules, and meeting the full-name/DOI citation format.

brycewang-stanford Skill

Use when writing the related-work and positioning of an ACM CoNEXT paper — covering the networking literature lanes (SIGCOMM, NSDI, IMC, SIGMETRICS, MobiCom, CCR), delta-first positioning against the venue's own recent programs, and keeping self-citations double-anonymous.

brycewang-stanford Skill

Use when positioning an ICASSP submission across the signal-processing literature — IEEE SPS journals (TSP, TASLP, SPL, TIP and siblings), sibling conferences (Interspeech, ICIP, EUSIPCO, WASPAA), and ML venues, citing normally under single-blind review, and sharpening the technical delta against the nearest current-cycle work in four pages.

brycewang-stanford Skill

Use when building an OOPSLA related-work section — positioning against the PACMPL family (POPL, PLDI, ICFP, OOPSLA itself) plus ECOOP, Onward!, and SE venues, citing journal-era OOPSLA papers in PACMPL volume/issue form, verifying every venue attribution on dblp, and stating per-line technical deltas.

brycewang-stanford Skill

Use when positioning an IEEE PerCom submission against the pervasive/ubiquitous-computing literature across PerCom, ACM UbiComp/IMWUT, MobiCom, MobiSys, SenSys, and IPSN, writing delta-first contrast rather than a citation catalog, keeping self-citations double-blind, and handling concurrent, preprint, and prior-version overlap.

brycewang-stanford Skill

Use when positioning an ACM RecSys submission against recommender-systems literature and its neighbors (SIGIR, KDD, WSDM, TheWebConf, UAI), including the reproducibility-critique line, arXiv and prior versions, concurrent work, ACM Digital Library archival status, and the citation coverage RecSys reviewers expect across recommendation subfields.

brycewang-stanford Skill

Use when positioning a SenSys paper against the sensing, embedded, IoT, and on-device-AI literature — sweeping the right venue lanes after the SenSys/IPSN/IoTDI merger, proving each citation's venue via dblp/ACM DL against the MobiCom/NSDI/IPSN traps, distinguishing your mechanism from the nearest prior system, and self-citing blind-safely.

brycewang-stanford Skill

Use to plan a SIGGRAPH or SIGGRAPH Asia Technical Papers campaign backward from the deadline, covering the two annual cycles, the form-then-upload two-step submission, the rebuttal window, the Technical Papers Committee decision, conditional-accept second-stage revision, TOG camera-ready, and the in-person presentation.

brycewang-stanford Skill

Use when positioning a SIGMOD submission against the data-management literature, covering coverage across SIGMOD/PACMMOD, PVLDB, ICDE, TODS, and PODS lines, decades-deep systems history, concurrent papers in rolling venues, industrial-system citations, and PACMMOD's substantial-overlap exclusivity rule.

brycewang-stanford Skill

Use when writing the response to a World Politics revise-and-resubmit. World Politics suggests author response memos not exceed about five pages single-spaced, and revised articles may exceed the word limit only when growth results from responding to reviewers; the response must convert each anonymous reviewer while keeping the editors confident. Structures the response; it does not fabricate new results.

brycewang-stanford Skill

Use when positioning an IEEE S&P (Oakland) paper against prior literature, including coverage across the four security flagships, concurrent-work and arXiv norms, the 40% resubmission-overlap disclosure, verifying venue attribution via dblp and IEEE Xplore, and anonymity-safe self-citation.

brycewang-stanford Skill

Use when positioning an AISTATS submission against AI, machine-learning, statistics, and uncertainty literature, including arXiv preprints, workshop versions, concurrent submissions, prior conference versions, PMLR archival status, and the two-community citation coverage that AISTATS reviewers expect.

brycewang-stanford Skill

Use when positioning a EuroSys submission in the systems literature — mapping the SOSP/OSDI/NSDI/ATC/ASPLOS neighbor space plus EuroSys's own two-decade proceedings line, handling concurrent arXiv and workshop versions under double-blind rules, and declaring overlap with earlier submissions of the same work.

brycewang-stanford Skill

Use when positioning an IEEE INFOCOM submission against the networking literature across INFOCOM, SIGCOMM, NSDI, MobiCom, ICNP, and the journals (IEEE/ACM ToN, IEEE JSAC/TMC), writing delta-first contrast rather than a citation catalog, keeping self-citations double-blind on EDAS, and handling concurrent, preprint, and prior-version overlap.

brycewang-stanford Skill

Use when building or auditing the related-work of a MobiCom paper — sweeping the SIGMOBILE and networking literature lanes, proving each citation's venue on dblp/ACM DL against the INFOCOM/SIGCOMM/NSDI misattribution traps, positioning against the current rolling-cohort cohort, and self-citing without breaking double-blind.

brycewang-stanford Skill

Use when positioning a MobiSys submission against the mobile-systems literature — offload, on-device ML, mobile OS and runtimes, sensing services, and energy — covering the right lanes, handling concurrent work, verifying that cited "MobiSys papers" are MobiSys rather than MobiCom/SenSys/OSDI, and self-citing without breaking double-blind.

brycewang-stanford Skill

Use when positioning a NeurIPS submission against current-cycle ML literature, contemporaneous work, preprints, neighboring conferences, and the exact technical delta from prior methods.

brycewang-stanford Skill

Use when positioning an ACM SIGCOMM submission against the networking literature — sweeping SIGCOMM, NSDI, MobiCom, CoNEXT, IMC, and SIGMETRICS plus journals, proving each placement via dblp and the ACM Digital Library, distinguishing main-track papers from CCR editorials, handling concurrent work, and keeping self-citation double-blind-safe.

brycewang-stanford Skill

Use when drafting an ASPLOS author response inside the short fixed window — triaging reviews into factual errors versus questions versus disagreements, budgeting for the ~800 words reviewers are expected to read, arguing only from evidence already in the submission, and positioning the paper for the Accept / Major Revision / Reject decision.

brycewang-stanford Skill

Use when preparing a PVLDB artifact for the pVLDB Reproducibility Evaluation or the ACM availability badge, covering the mandatory participation rule for EA&B papers, the four artifact surfaces evaluators rebuild, packaging for a rerun by strangers, and positioning for the Best Reproducible Paper Award at VLDB.

brycewang-stanford Skill

Use when the empirical/analytical approach is the bottleneck for a Marketing Science manuscript — choosing among structural econometrics, analytical modeling, and model-disciplined causal/ML methods, and making the model estimable and identified. Designs the approach; it does not execute the estimation and counterfactuals (mksc-data-analysis).

brycewang-stanford Skill

Use when writing or auditing the related-work positioning of a SIGGRAPH / TOG paper, covering the computer-graphics literature lanes (rendering, geometry, animation, simulation, imaging, fabrication, learning-for-graphics), capability-delta positioning against the strongest prior method, and correct attribution across SIGGRAPH, SIGGRAPH Asia, TOG, EG/CGF, and sibling venues.

brycewang-stanford Skill

Use when choosing and defending the research design for a Journal of Marketing (JM) manuscript — matching a "big tent" method (experiment, field study, survey, secondary data, qualitative) to a substantive marketing question, with field realism and identification in mind. Designs the study; it does not run the estimation (jm-data-analysis) or frame the contribution (jm-contribution-framing).

brycewang-stanford Skill

Use when drafting the revision and response letter after a Marketing Science revise-and-resubmit — structuring point-by-point responses to the Senior/Associate Editor and reviewers across a multi-round process, especially on assumptions, identification, counterfactuals, computation, and replication. Drafts the response after revising; it does not interpret the decision (mksc-review-process).

brycewang-stanford Skill

Use when deciding which mksc-* sub-skill to invoke next, or when sequencing a Marketing Science manuscript from modeling-driven topic selection through R&R rebuttal. Routes — it does not replace — the specialized skills.

brycewang-stanford Skill

Use when positioning a PMLA (Publications of the Modern Language Association) essay within the critical conversation so it reads as a significant contribution to literary and language studies. PMLA readers span periods, languages, and schools, so the essay must engage the criticism they expect and stake a clear intervention. Stakes the contribution; it does not write the literature survey.

brycewang-stanford Skill

Use when deciding which acr-* sub-skill to invoke next, or when sequencing manuscript work from fit positioning through rebuttal for 《会计研究》 (Accounting Research). Routes — does not replace — the specialized skills.

brycewang-stanford Skill

Use when planning a revision and drafting the point-by-point response letter for a Journal of Marketing (JM) R&R — prioritizing the Coeditor's decisive concerns, strengthening substantive novelty and managerial relevance, and keeping the double-anonymized rules. Plans and drafts the response; it does not interpret the original decision (jm-review-process).